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progress tick, light gradient background, split-color logo, footer +wordmark, dark slides, soft card shadows) but in POSTER MODE - the user +direction for this deck (2026-08-22): say less per slide with larger type so +the deck is legible on a phone. Poster type floors: body >= 16pt, captions +>= 13pt, headlines 32-54pt, code >= 15pt; one idea + one visual + roughly 25 +words per slide. + +Palette: "Ledger" - indigo primary (LWDiD / diff-diff accent) + gold +reserved for the SINGLE TREATED UNIT motif (the deck's visual thesis), on an +indigo-tint-to-white gradient. Two dark slides: the transformation reveal +(slide 3) and the code slide (slide 7). Truth values in simulated stats are +labeled "(simulated)". + +Narrative spine (INVERTED arc - user decision 2026-08-22, round 2: lead +with the one-treated-unit drama, keep the transformation as the reveal; 8 slides with +the user-manual middle consolidated): + +1. Cover -- "One treated unit. An exact p-value." California-style + one-gold-line-vs-donor-pool motif; subtitle names the + new estimator + the 3.10 release (version derived from + pyproject, never hardcoded). +2. The gap -- an estimate with one treated unit is easy (SyntheticDiD + does it); an exact p-value with one treated unit is + not. NO TWFE/Bacon villain arc (staggered bias is + already solved elsewhere in the library) and NO + few-treated-units-is-unsolved claim (SDID owns that + paradigm) - the gap is exact finite-sample INFERENCE. + The closing tagline is scoped to the classical + regression path (review R6: ipw/dr/psm exist; exact + t / RI live on the reg path). SyntheticDiD is named + once, neutrally, here only. +3. The trick (DARK)- subtract each unit's own pre-treatment path; what's + left is a cross-section, where exact inference works + with one treated unit (N1 = 1; total N >= 3 per the + REGISTRY guards). Schematic centerpiece; the exact-t + assumption qualifier rides WITH the claim. +4. Proof, N1 = 1 -- Prop 99, California vs 38 states: exact p = 0.0209 + (df = 37) and randomization inference p = 0.0540, + both on the detrended spec (LW 2026 Table 3). +5. At scale -- Walmart entry, 1,277 counties, 14 cohorts: overall ATT + 0.0199 (SE 0.0090); near-lead magnitudes stated as + bounds (review R9: never "flat", an inferential word) + WITH the far-lead disclosure. Shows it is not just a small-N1 device. +6. Use it well -- consolidated practice slide (typography, no charts): + demean-vs-detrend (drifting-units simulation + the + Prop 99 factor-of-two) and clustering (hc1 vs CR1 + + wild cluster bootstrap), closed by the diagnostics + call labeled DESCRIPTIVE, not an assumption test + (reviews R5/R6 - the tutorial's own framing). +7. Code (DARK) -- the Prop 99 fit + exact p + seeded randomization test, + >= 15pt, with the df/reps/seed literals rendered from + the pinned constants. The staggered caption scopes + honestly BOTH ways (review R4): the randomization test + is common-timing only, most staggered aggregates use + IF/bootstrap inference, and the eligible classical + composite KEEPS exact t (REGISTRY per-surface + reference-distribution Note). +8. CTA -- pip install; tutorial 31 mentioned ONCE, here. + +Claim discipline (verified against the committed executed notebook +``docs/tutorials/31_lwdid.ipynb``): + +- EVERY number on the deck is a committed, seed-locked tutorial-31 value + (the real-data cells additionally assert their ``lwdid_ssc_ancillary`` + provenance in the notebook itself). notebook <-> deck sync is pinned by + ``tests/test_lwdid_carousel_claims.py`` (parses this module's constants + via ``ast`` and locates each on the committed notebook surface). +- The COVER motif is stylized art (one gold treated trajectory diverging + from a donor pool), labeled "illustrative" on-slide; it plots no Prop 99 + data and makes no data claim - same convention as the CiC/MMM covers. +- Slide 2 mentions SyntheticDiD ONCE, neutrally, as the in-library + estimator for the few-treated ESTIMATION paradigm; the deck never ranks + it, never claims its inference is wrong, and carries no "only"/"first" + absolutes (claims test bans them). The gap claim is scoped to EXACT + finite-sample inference. +- The exact-t claim carries its FULL assumption stack ON THE SLIDE THAT + MAKES IT (slide 3, reviews R1/R3/R5): the DiD identification assumptions + (no anticipation, parallel- or unit-linear-trends restriction, overlap) + plus classical errors (independent, mean-zero, conditionally normal, + homoskedastic in the collapsed cross-section; LW 2026, REGISTRY + "Small-sample (exact) inference layer") plus the sample-size guard (one + treated unit needs at least two controls, N >= 3). Randomization inference is the + complementary check testing + Fisher's sharp null; slide 4 states its complete-randomization + justification and shows exact p = 0.021 and RI p = 0.054 side by side + WITHOUT calling them agreement (they straddle 0.05; the honesty is the + point), and repeats the classical-error qualifier locally (review R8: + the proof slide circulates on its own). +- Slide 4's "reproduce LW 2026 Table 3" claim is scoped to ATT/SE/exact p; + the RI card is the seed-locked tutorial value under the authors'-package + inclusive convention (REGISTRY RI note), said on-slide. The causal + reading is stated as conditional on the detrending (CHT) and design + assumptions, and "about a 20% reduction" is verbatim from the committed + tutorial markdown. +- Slide 5's lead-flatness claim is SCOPED to the printed near-lead window + (r = -7..-3, max |WATT| = 0.0059) AND discloses the full lead window's + max (0.0329 at r = -22) on the same slide, LABELED as a magnitude + (|WATT| - review R8: the committed surface pins max |WATT(r)|, not the + signed estimate, so the deck never implies a sign) - the far lead is + never flattened away. The chart draws only the committed values, and the + near-lead band is drawn in DATA coordinates from the window constant + (review R4: axes-fraction shading had silently covered r ~ -8.2..-2). +- Slide 6 frames demean-vs-detrend as diagnosis (``get_transformation_ + diagnostics``), scopes detrending to UNIT-SPECIFIC LINEAR drift (CHT is + a linear-trends model, REGISTRY), and labels every simulated stat + "(simulated)". The clustering copy's "barely half" derives from the + committed SEs 0.131 vs 0.237 (claims test requires ratio <= 0.6); the + Prop 99 "nearly a factor of two" derives from -0.4222 vs -0.2270 + (claims test bounds the ratio). The wild-cluster-bootstrap capability is + scoped ON-SLIDE to clustered common-timing fits (review R3). +- Slide 7's code is the tutorial's own Prop 99 invocation (common-timing + ``reg`` fit with ``vcov_type='classical'``) - the ONLY mode where + ``randomization_test()`` is defined - with the tutorial's seed displayed + so the shown call reproduces the shown p-value; the claims test pins the + displayed fragments to the notebook's code cells. +- Tutorial 31 is referenced ONCE, on the CTA slide (house precedent). + +Run with:: + + python carousel/generate_lwdid_carousel.py + +Produces ``carousel/diff-diff-lwdid-carousel.pdf``. Generation requires +``fpdf2``, ``Pillow``, and ``matplotlib`` (carousel-only dependencies, not +part of the library's install extras). +""" + +import os +import re +import tempfile +from pathlib import Path + +import matplotlib + +matplotlib.use("Agg") +import matplotlib.pyplot as plt # noqa: E402 +import numpy as np # noqa: E402 +from fpdf import FPDF # noqa: E402 +from PIL import Image as PILImage # noqa: E402 + +# Page dimensions (4:5 portrait -- same as the other decks) +WIDTH = 270 # mm +HEIGHT = 337.5 # mm + +# Version label derived from pyproject.toml (regex, not tomllib: py>=3.9). +_PYPROJECT = Path(__file__).parent.parent / "pyproject.toml" +_m = re.search(r'^version\s*=\s*"([^"]+)"', _PYPROJECT.read_text(encoding="utf-8"), re.MULTILINE) +if _m is None: + raise RuntimeError(f"could not parse project version from {_PYPROJECT}") +VERSION_LABEL = "v" + _m.group(1) +# Cover subtitle needs the minor release ("3.10"), also derived, never typed. +RELEASE_LABEL = ".".join(_m.group(1).split(".")[:2]) + +TOTAL_SLIDES = 8 + +# ------------------------------------------------------------------------- +# "Ledger" palette -- indigo primary, gold = the single treated unit. +# ------------------------------------------------------------------------- +INDIGO = (67, 56, 202) # #4338ca primary accent (LWDiD / diff-diff) +INDIGO_DARK = (49, 46, 129) # #312e81 +INDIGO_BRIGHT = (129, 140, 248) # #818cf8 accents on the dark slides +PERIWINKLE = (199, 210, 254) # #c7d2fe light fills / dark-slide text pop +GOLD = (202, 138, 4) # #ca8a04 THE TREATED UNIT (chart grammar) + kickers +GOLD_BRIGHT = (250, 204, 21) # #facc15 gold on the dark slides +INDIGO_TINT = (238, 242, 255) # #eef2ff gradient start +SHADOW = (203, 213, 225) # #cbd5e1 soft card shadow + +# Text + structural (shared with the other decks for legibility) +NAVY = (15, 23, 42) # #0f172a primary text; dark-slide gradient start +GRAY = (100, 116, 139) # #64748b +LIGHT_GRAY = (148, 163, 184) # #94a3b8 +WHITE = (255, 255, 255) +DEEP_INDIGO = (30, 27, 75) # #1e1b4b dark-slide gradient end +PANEL_NAVY = (30, 41, 59) # #1e293b code panel fill +GOLD_CODE = (250, 204, 21) # #facc15 code string/number literals +SLATE_CODE = (148, 163, 184) # #94a3b8 + +INDIGO_HEX = "#4338ca" +INDIGO_BRIGHT_HEX = "#818cf8" +PERIWINKLE_HEX = "#c7d2fe" +GOLD_HEX = "#ca8a04" +GOLD_BRIGHT_HEX = "#facc15" +NAVY_HEX = "#0f172a" +GRAY_HEX = "#64748b" +LIGHT_GRAY_HEX = "#94a3b8" + +# ------------------------------------------------------------------------- +# Seed-locked numbers from the committed executed tutorial +# (docs/tutorials/31_lwdid.ipynb). Every constant below is located on the +# committed notebook surface by tests/test_lwdid_carousel_claims.py - +# never edit one without re-running it. +# ------------------------------------------------------------------------- + +# Walmart entry (real data; detrended staggered fit on log retail employment) +WM_ATT = (0.0199, 0.0090) # overall ATT, SE +WM_COUNTIES, WM_YEARS, WM_COHORTS, WM_NEVER = 1277, 23, 14, 391 +WM_COHORT_SPAN = (1986, 1999) +WM_WATT = {0: (0.0072, 0.0037), 1: (0.0322, 0.0051), 5: (0.0164, 0.0109)} +WM_NEAR_LEADS_MAX = 0.0059 # max |WATT(r)| over WM_NEAR_LEADS_WINDOW (as printed) +WM_NEAR_LEADS_WINDOW = (-7, -3) # the printed near-lead window; band drawn from it +WM_ALL_LEADS_MAX, WM_ALL_LEADS_AT = 0.0329, -22 # full lead window, disclosed on-slide + +# Prop 99 (real data; one treated state, exact + randomization inference) +P99_STATES, P99_YEARS = 39, 31 +P99_SPAN = (1970, 2000) +P99_DETREND = (-0.2270, 0.0941) # ATT, SE (log per-capita cigarette sales) +P99_EXACT_P, P99_DF = 0.0209, 37 +P99_RI_P = 0.0540 # randomization inference, detrended fit (RI_REPS, RI_SEED) +RI_REPS, RI_SEED = 9999, 42 # the tutorial RI call; slide-7 code renders from these +P99_DEMEAN = (-0.4222, 0.1208) # the demeaned spec (slide-6 sensitivity beat) + +# Drifting-units simulation (demean vs detrend under differential trends) +TREND_DEMEAN = (3.376, 0.099) +TREND_DETREND = (1.098, 0.202) +TREND_TRUTH = 1.0 + +# Clustered-shock simulation (hc1 vs CR1 vs wild cluster bootstrap) +CL_ATT = 1.048 +CL_NAIVE_SE = 0.131 +CL_CR1_SE, CL_G = 0.237, 12 +CL_TRUTH = 1.2 +WCB_P, WCB_LO, WCB_HI = 0.0025, 0.503, 1.614 + +# Staggered simulation check (slide-5 caption) +SIM_STAG = (2.953, 0.060, 2.870) # ATT, SE, truth + + +class LWDiDCarouselPDF(FPDF): + def __init__(self): + super().__init__(orientation="P", unit="mm", format=(WIDTH, HEIGHT)) + self.set_auto_page_break(False) + self._temp_files = [] + + def cleanup(self): + for f in self._temp_files: + try: + os.unlink(f) + except OSError: + pass + + # ----------------------------------------------------------------- + # Magazine vertical sidebar -- INDIGO bar, GOLD progress tick. + # ----------------------------------------------------------------- + def _draw_vertical_sidebar(self, slide_number, total=TOTAL_SLIDES, dark=False): + bar_x = 14 + bar_y_top = 45 + bar_y_bottom = 275 + self.set_draw_color(*(INDIGO_BRIGHT if dark else INDIGO)) + self.set_line_width(0.6) + self.line(bar_x, bar_y_top, bar_x, bar_y_bottom) + + ratio = (slide_number - 1) / (total - 1) if total > 1 else 0.0 + tick_y = bar_y_top + ratio * (bar_y_bottom - bar_y_top) + self.set_draw_color(*(GOLD_BRIGHT if dark else GOLD)) + self.set_line_width(1.2) + self.line(bar_x - 4, tick_y, bar_x + 7, tick_y) + + # ----------------------------------------------------------------- + # Backgrounds + footer + # ----------------------------------------------------------------- + def light_gradient_background(self): + """Indigo tint #eef2ff fading to white.""" + steps = 50 + r0, g0, b0 = INDIGO_TINT + for i in range(steps): + ratio = i / steps + self.set_fill_color( + int(r0 + (255 - r0) * ratio), + int(g0 + (255 - g0) * ratio), + int(b0 + (255 - b0) * ratio), + ) + y = i * HEIGHT / steps + self.rect(0, y, WIDTH, HEIGHT / steps + 1, "F") + + def dark_gradient_background(self): + """Near-black navy #0f172a fading to deep indigo #1e1b4b.""" + steps = 50 + r0, g0, b0 = NAVY + r1, g1, b1 = DEEP_INDIGO + for i in range(steps): + ratio = i / steps + self.set_fill_color( + int(r0 + (r1 - r0) * ratio), + int(g0 + (g1 - g0) * ratio), + int(b0 + (b1 - b0) * ratio), + ) + y = i * HEIGHT / steps + self.rect(0, y, WIDTH, HEIGHT / steps + 1, "F") + + def add_footer(self, dark=False): + """Centered split-color ``diff-diff vX.Y.Z`` wordmark.""" + self.set_font("Helvetica", "B", 12) + dd_text = "diff-diff " + v_text = VERSION_LABEL + dd_w = self.get_string_width(dd_text) + v_w = self.get_string_width(v_text) + start_x = (WIDTH - dd_w - v_w) / 2 + + self.set_xy(start_x, HEIGHT - 18) + self.set_text_color(*(LIGHT_GRAY if dark else GRAY)) + self.cell(dd_w, 10, dd_text) + self.set_text_color(*(INDIGO_BRIGHT if dark else INDIGO)) + self.cell(v_w, 10, v_text) + + # ----------------------------------------------------------------- + # Text helpers + # ----------------------------------------------------------------- + def centered_text(self, y, text, size=28, bold=True, color=NAVY, italic=False): + self.set_xy(0, y) + style = ("B" if bold else "") + ("I" if italic else "") + self.set_font("Helvetica", style, size) + self.set_text_color(*color) + self.cell(WIDTH, size * 0.5, text, align="C") + + def _kicker(self, y, text, color=GOLD): + """Editorial section label: letter-spaced caps with flanking rules.""" + spaced = " ".join(text.upper()) + self.set_font("Helvetica", "B", 14) + tw = self.get_string_width(spaced) + mid_y = y + 3 + rule = 20 + gap = 8 + self.set_draw_color(*color) + self.set_line_width(0.7) + self.line(WIDTH / 2 - tw / 2 - gap - rule, mid_y, WIDTH / 2 - tw / 2 - gap, mid_y) + self.line(WIDTH / 2 + tw / 2 + gap, mid_y, WIDTH / 2 + tw / 2 + gap + rule, mid_y) + self.set_xy(0, y) + self.set_text_color(*color) + self.cell(WIDTH, 6, spaced, align="C") + + def draw_split_logo(self, y, size=18): + """Split-color diff-diff logo with INDIGO middle dash.""" + self.set_xy(0, y) + self.set_font("Helvetica", "B", size) + self.set_text_color(*NAVY) + self.cell(WIDTH / 2 - 5, 10, "diff", align="R") + self.set_text_color(*INDIGO) + self.cell(10, 10, "-", align="C") + self.set_text_color(*NAVY) + self.cell(WIDTH / 2 - 5, 10, "diff", align="L") + + # ----------------------------------------------------------------- + # Shadowed card helper (poster mode: used sparingly, big type inside) + # ----------------------------------------------------------------- + def _shadow_rect(self, x, y, w, h): + self.set_fill_color(*SHADOW) + self.rect(x + 1.4, y + 1.4, w, h, "F") + + def _stat_card(self, x, y, w, h, headline, sub_lines, accent, headline_size=40): + """One shadowed stat card: big number + caption lines (>= 14pt).""" + self._shadow_rect(x, y, w, h) + self.set_fill_color(*WHITE) + self.set_draw_color(220, 220, 220) + self.set_line_width(0.5) + self.rect(x, y, w, h, "DF") + self.set_fill_color(*accent) + self.rect(x, y, w, 3.2, "F") + + self.set_xy(x, y + 13) + self.set_font("Helvetica", "B", headline_size) + self.set_text_color(*accent) + self.cell(w, 16, headline, align="C") + + ly = y + 36 + for line, emphasize in sub_lines: + self.set_xy(x + 6, ly) + self.set_font("Helvetica", "B" if emphasize else "", 14) + self.set_text_color(*(NAVY if emphasize else GRAY)) + self.cell(w - 12, 8, line, align="C") + ly += 10.5 + + # ----------------------------------------------------------------- + # Figure helpers (matplotlib -> PNG -> fpdf image) + # ----------------------------------------------------------------- + def _save_fig(self, fig, dpi=200, transparent=False, facecolor="white"): + fd, path = tempfile.mkstemp(suffix=".png") + os.close(fd) + self._temp_files.append(path) + try: + fig.savefig( + path, + dpi=dpi, + bbox_inches="tight", + pad_inches=0.1, + transparent=transparent, + facecolor=None if transparent else facecolor, + ) + finally: + plt.close(fig) + with PILImage.open(path) as img: + pw, ph = img.size + return path, pw, ph + + # ----------------------------------------------------------------- + # Cover motif -- one gold treated trajectory pulling away from a + # donor pool of thin indigo lines. Stylized art, not a data claim + # (it plots no Prop 99 data) - labeled "illustrative" on-slide. + # ----------------------------------------------------------------- + def _render_cover_motif(self): + rng = np.random.default_rng(1989) + t = np.linspace(0, 10, 80) + pre_end = 6.0 + + fig, ax = plt.subplots(figsize=(10, 3.6)) + fig.patch.set_alpha(0) + ax.set_facecolor("none") + + for _ in range(38): + base = rng.uniform(1.4, 4.8) + slope = rng.uniform(-0.03, 0.06) + y = base + slope * t + rng.normal(0, 0.05, t.size) + ax.plot(t, y, color=INDIGO_BRIGHT_HEX, linewidth=1.1, alpha=0.35) + + y_treat = 3.1 + 0.03 * t + rng.normal(0, 0.05, t.size) + y_treat[t >= pre_end] -= 0.42 * (t[t >= pre_end] - pre_end) + ax.plot(t, y_treat, color=GOLD_HEX, linewidth=3.6, zorder=5) + + ax.axvline(pre_end, color=GRAY_HEX, linewidth=1.4, linestyle=(0, (4, 3))) + ax.text(pre_end - 0.12, 5.45, "treatment", fontsize=13.5, color=GRAY_HEX, ha="right") + ax.text( + 10.15, + float(y_treat[-1]), + "the one\ntreated unit", + fontsize=14, + color=GOLD_HEX, + fontweight="bold", + va="center", + ) + ax.text( + 10.15, + 4.55, + "the donor pool", + fontsize=13.5, + color=INDIGO_BRIGHT_HEX, + fontweight="bold", + va="center", + ) + ax.text( + 12.6, 0.3, "illustrative", fontsize=15, color=LIGHT_GRAY_HEX, style="italic", ha="right" + ) + + ax.set_xlim(-0.2, 12.7) + ax.set_ylim(0.0, 5.9) + ax.set_xticks([]) + ax.set_yticks([]) + for spine in ax.spines.values(): + spine.set_visible(False) + fig.tight_layout(pad=0.2) + return self._save_fig(fig, transparent=True) + + # ----------------------------------------------------------------- + # Transformation schematic (slide 3, dark) -- labeled a schematic + # on-slide; illustrates the rolling transformation, plots no data. + # ----------------------------------------------------------------- + def _render_transform_schematic(self): + rng = np.random.default_rng(3110) + t = np.linspace(0, 10, 50) + pre = t < 6 + + fig, (ax1, ax2) = plt.subplots(1, 2, figsize=(10.6, 3.6)) + for ax in (ax1, ax2): + fig.patch.set_alpha(0) + ax.set_facecolor("none") + ax.set_xticks([]) + ax.set_yticks([]) + for s in ax.spines.values(): + s.set_visible(False) + + # Left: raw panel - each unit with its own dashed pre-path fit, + # extrapolated past treatment (the subtraction benchmark). + for base, slope, color, lw in [ + (0.6, 0.06, INDIGO_BRIGHT_HEX, 2.0), + (1.9, 0.14, INDIGO_BRIGHT_HEX, 2.0), + (3.4, 0.02, INDIGO_BRIGHT_HEX, 2.0), + (4.6, 0.10, GOLD_BRIGHT_HEX, 3.0), + ]: + y = base + slope * t + rng.normal(0, 0.07, t.size) + if color == GOLD_BRIGHT_HEX: + y[~pre] += 0.85 + ax1.plot(t, y, color=color, linewidth=lw) + ax1.plot( + t, + base + slope * t, + color=color, + linewidth=1.4, + linestyle=(0, (3, 2)), + alpha=0.8, + ) + ax1.axvline(6, color=LIGHT_GRAY_HEX, linewidth=1.2, linestyle=(0, (4, 3))) + ax1.set_title( + "fit each pre-treatment path (dashed)", + fontsize=14.5, + color="white", + fontweight="bold", + ) + ax1.set_ylim(0, 6.7) + + # Right: the collapsed cross-section (post-period residuals). + xs = [-0.2, 0.0, 0.2, 1.0] + ys = [0.05, -0.12, 0.10, 0.88] + colors = [INDIGO_BRIGHT_HEX] * 3 + [GOLD_BRIGHT_HEX] + for x, yv, c in zip(xs, ys, colors): + ax2.plot([x], [yv], "o", color=c, markersize=16 if c == GOLD_BRIGHT_HEX else 13) + ax2.axhline(0, color=LIGHT_GRAY_HEX, linewidth=1.2) + ax2.text( + 0.0, + -0.62, + "controls", + fontsize=14, + color=INDIGO_BRIGHT_HEX, + ha="center", + fontweight="bold", + ) + ax2.text( + 1.0, + -0.62, + "treated", + fontsize=14, + color=GOLD_BRIGHT_HEX, + ha="center", + fontweight="bold", + ) + ax2.annotate( + "the gap is the ATT", + xy=(0.93, 0.84), + xytext=(-0.42, 1.3), + fontsize=14, + color="white", + fontweight="bold", + arrowprops=dict(arrowstyle="->", color="white", lw=1.6), + ) + ax2.set_title( + "subtract it: the collapsed cross-section", + fontsize=14.5, + color="white", + fontweight="bold", + ) + ax2.set_xlim(-0.7, 1.6) + ax2.set_ylim(-0.9, 1.55) + + fig.text( + 0.99, + 0.01, + "schematic", + fontsize=15, + color=LIGHT_GRAY_HEX, + ha="right", + style="italic", + ) + fig.tight_layout(pad=0.6) + return self._save_fig(fig, transparent=True) + + # ----------------------------------------------------------------- + # Walmart event-study chart (slide 5) -- ONLY committed values: the + # three printed WATT(r) points with their SEs, plus the near-leads + # band at the printed max, labeled with its window. + # ----------------------------------------------------------------- + def _render_walmart_event_study(self): + fig, ax = plt.subplots(figsize=(10, 4.0)) + + band = WM_NEAR_LEADS_MAX + w0, w1 = WM_NEAR_LEADS_WINDOW + ax.fill_between([w0, w1], -band, band, color=PERIWINKLE_HEX, alpha=0.55, linewidth=0) + ax.text( + (w0 + w1) / 2, + band + 0.003, + f"near leads (r = {w0}..{w1}):\nmax |WATT| = {band:.4f}\n(magnitude envelope)", + fontsize=13.5, + color=GRAY_HEX, + ha="center", + ) + ax.axhline(0, color=LIGHT_GRAY_HEX, linewidth=1.2) + ax.axvline(-0.85, color=LIGHT_GRAY_HEX, linewidth=1.3, linestyle=(0, (4, 3))) + + for r, (eff, se) in WM_WATT.items(): + ax.errorbar( + [r], + [eff], + yerr=[1.96 * se], + color=INDIGO_HEX, + fmt="o", + markersize=12, + capsize=6, + linewidth=2.6, + capthick=2.2, + ) + ax.annotate( + f"{eff:.3f}", + xy=(r, eff), + xytext=(r + 0.28, eff + 0.004), + fontsize=14.5, + fontweight="bold", + color=INDIGO_HEX, + ) + + ax.text( + 2.9, + -0.021, + "WATT(r): average effect r years after entry,\ncohorts weighted by treated mass", + fontsize=13, + color=GRAY_HEX, + ha="center", + ) + + ax.set_xlim(-8.2, 6.6) + ax.set_ylim(-0.032, 0.052) + ax.set_xticks([-7, -5, -3, 0, 1, 5]) + ax.set_xlabel("years since Walmart entry", fontsize=14, color=NAVY_HEX) + ax.set_ylabel("effect on log retail employment", fontsize=13.5, color=NAVY_HEX) + ax.tick_params(labelsize=13, colors=GRAY_HEX) + for s in ("top", "right"): + ax.spines[s].set_visible(False) + for s in ("bottom", "left"): + ax.spines[s].set_color(LIGHT_GRAY_HEX) + fig.tight_layout(pad=0.3) + return self._save_fig(fig, facecolor="white") + + # ----------------------------------------------------------------- + # Code-block helper (dark panel with token-colored lines) + # ----------------------------------------------------------------- + def _add_code_block( + self, x, y, w, token_lines, font_size=15, line_height=12.5, fill=PANEL_NAVY + ): + n_lines = len(token_lines) + total_h = n_lines * line_height + 26 + + self.set_fill_color(*fill) + self.rect(x, y, w, total_h, "F") + + self.set_font("Courier", "", font_size) + char_w = self.get_string_width("M") + + pad_x = 14 + pad_y = 13 + for i, tokens in enumerate(token_lines): + cx = x + pad_x + cy = y + pad_y + i * line_height + for text, color in tokens: + if not text: + continue + self.set_xy(cx, cy) + self.set_text_color(*color) + self.cell(char_w * len(text), 10, text) + cx += char_w * len(text) + return total_h + + # ----------------------------------------------------------------- + # Slides + # ----------------------------------------------------------------- + def slide_01_cover(self): + self.add_page() + self.light_gradient_background() + self._draw_vertical_sidebar(1) + + self.draw_split_logo(26, size=34) + + self.centered_text(60, "One treated unit.", size=54) + self.centered_text(90, "An exact p-value.", size=54, color=GOLD) + + motif_path, _pw, _ph = self._render_cover_motif() + motif_w = 222 + self.image(motif_path, (WIDTH - motif_w) / 2, 124, motif_w) + + self.centered_text( + 212, + f"New in diff-diff {RELEASE_LABEL}: the LWDiD estimator.", + size=22, + color=INDIGO, + ) + self.centered_text( + 230, "Rolling-transformation DiD (Lee & Wooldridge).", size=19, bold=False + ) + self.add_footer() + + def slide_02_gap(self): + self.add_page() + self.light_gradient_background() + self._draw_vertical_sidebar(2) + + self._kicker(42, "Why Another Estimator") + + self.centered_text(80, "An estimate with", size=42) + self.centered_text(104, "one treated unit is easy.", size=42) + self.centered_text(132, "SyntheticDiD does it.", size=22, bold=False, color=GRAY) + + self.set_draw_color(*GOLD) + self.set_line_width(1.4) + self.line(WIDTH / 2 - 30, 158, WIDTH / 2 + 30, 158) + + self.centered_text(176, "An exact p-value with", size=42, color=INDIGO) + self.centered_text(200, "one treated unit is not.", size=42, color=INDIGO) + + self.set_xy(30, 244) + self.set_font("Helvetica", "", 18) + self.set_text_color(*NAVY) + self.multi_cell( + WIDTH - 60, + 9.5, + "LWDiD closes that gap on its classical path: one ordinary " + "cross-sectional regression.", + align="C", + ) + self.add_footer() + + def slide_03_trick(self): + self.add_page() + self.dark_gradient_background() + self._draw_vertical_sidebar(3, dark=True) + + self._kicker(32, "The Trick", color=GOLD_BRIGHT) + + self.centered_text(58, "Subtract each unit's own", size=44, color=WHITE) + self.centered_text(84, "pre-treatment path.", size=44, color=GOLD_BRIGHT) + + schematic_path, _pw, _ph = self._render_transform_schematic() + sch_w = 226 + self.image(schematic_path, (WIDTH - sch_w) / 2, 110, sch_w) + + self.centered_text(218, "What's left is a cross-section -", size=22, color=WHITE) + self.centered_text( + 234, "where exact inference works with one treated unit.", size=22, color=GOLD_BRIGHT + ) + + self.set_xy(28, 256) + self.set_font("Helvetica", "I", 13) + self.set_text_color(*PERIWINKLE) + self.multi_cell( + WIDTH - 56, + 6.5, + "Assumes the DiD design assumptions (no anticipation, the parallel- " + "or unit-linear-trends restriction, overlap) plus classical errors: " + "independent, mean-zero, conditionally normal, homoskedastic in the " + "collapsed cross-section. One treated unit needs at least two " + "controls (N >= 3).", + align="C", + ) + self.add_footer(dark=True) + + def slide_04_prop99(self): + self.add_page() + self.light_gradient_background() + self._draw_vertical_sidebar(4) + + self._kicker(30, "Proof With One Treated Unit") + self.centered_text(48, "Proposition 99:", size=40) + self.centered_text(72, f"California vs. {P99_STATES - 1} states.", size=40) + + card_w, card_h = 106, 74 + gap = 14 + x0 = (WIDTH - card_w * 2 - gap) / 2 + self._stat_card( + x0, + 104, + card_w, + card_h, + f"p = {P99_EXACT_P:.3f}", + [("exact t", True), (f"df = {P99_DF}", False)], + INDIGO, + ) + self._stat_card( + x0 + card_w + gap, + 104, + card_w, + card_h, + f"p = {P99_RI_P:.3f}", + [("randomization", True), ("inference", False)], + GOLD, + ) + + self.set_xy(0, 192) + self.set_font("Helvetica", "B", 22) + self.set_text_color(*NAVY) + self.cell( + WIDTH, + 10, + f"ATT {P99_DETREND[0]:.3f} (SE {P99_DETREND[1]:.3f}) on log cigarette sales -", + align="C", + ) + self.centered_text(208, "about a 20% reduction.", size=22, color=INDIGO) + + self.set_xy(25, 232) + self.set_font("Helvetica", "", 14) + self.set_text_color(*GRAY) + self.multi_cell( + WIDTH - 50, + 7, + f"{P99_STATES} states x {P99_YEARS} years ({P99_SPAN[0]}-{P99_SPAN[1]}), " + "detrended; ATT, SE, and exact p reproduce LW 2026 Table 3. RI tests " + "Fisher's sharp null under the complete-randomization assignment " + "mechanism (authors' package convention). Two roads to inference with a " + "single treated state - conditional on the detrending (CHT) and design " + "assumptions; the exact t additionally assumes independent, " + "conditionally normal, homoskedastic collapsed errors.", + align="C", + ) + self.add_footer() + + def slide_05_walmart(self): + self.add_page() + self.light_gradient_background() + self._draw_vertical_sidebar(5) + + self._kicker(30, "And At Scale") + self.centered_text(48, f"{WM_COUNTIES:,} counties.", size=40) + self.centered_text(72, f"{WM_COHORTS} Walmart entry cohorts.", size=40) + + chart_path, _pw, _ph = self._render_walmart_event_study() + chart_w = 222 + self.image(chart_path, (WIDTH - chart_w) / 2, 96, chart_w) + + self.set_xy(0, 206) + self.set_font("Helvetica", "B", 26) + self.set_text_color(*INDIGO) + self.cell(WIDTH, 12, f"overall ATT {WM_ATT[0]:.4f} (SE {WM_ATT[1]:.4f})", align="C") + + self.set_xy(25, 226) + self.set_font("Helvetica", "", 16) + self.set_text_color(*NAVY) + self.multi_cell( + WIDTH - 50, + 8.5, + f"Staggered adoption ({WM_COHORT_SPAN[0]}-{WM_COHORT_SPAN[1]}), " + f"{WM_NEVER} never-treated counties, detrended. Near leads stay below " + f"|WATT| = {WM_NEAR_LEADS_MAX:.3f}; distant leads reach " + f"|WATT| = {WM_ALL_LEADS_MAX:.3f} " + f"(at r = {WM_ALL_LEADS_AT}).", + align="C", + ) + self.set_xy(0, 254) + self.set_font("Helvetica", "", 13) + self.set_text_color(*GRAY) + self.cell( + WIDTH, + 6, + f"Simulation check: staggered ATT {SIM_STAG[0]:.3f} (SE {SIM_STAG[1]:.3f}) " + f"vs truth {SIM_STAG[2]:.2f} (simulated).", + align="C", + ) + self.add_footer() + + def slide_06_use_it_well(self): + self.add_page() + self.light_gradient_background() + self._draw_vertical_sidebar(6) + + self._kicker(34, "Use It Well") + + self.centered_text(58, "Units drifting apart? Detrend.", size=32) + self.set_xy(30, 78) + self.set_font("Helvetica", "", 16) + self.set_text_color(*NAVY) + self.multi_cell( + WIDTH - 60, + 8.5, + f"Detrending fits unit-specific linear drift. Under drift, demeaning " + f"estimated {TREND_DEMEAN[0]:.2f} vs detrending {TREND_DETREND[0]:.2f} - " + f"truth {TREND_TRUTH:.1f} (simulated). On Prop 99 the two disagree by " + f"nearly a factor of two ({P99_DEMEAN[0]:.2f} vs {P99_DETREND[0]:.2f}).", + align="C", + ) + + self.set_draw_color(*GOLD) + self.set_line_width(1.4) + self.line(WIDTH / 2 - 30, 130, WIDTH / 2 + 30, 130) + + self.centered_text(146, "Shared shocks? Cluster.", size=32) + self.set_xy(30, 166) + self.set_font("Helvetica", "", 16) + self.set_text_color(*NAVY) + self.multi_cell( + WIDTH - 60, + 8.5, + f"The naive SE was barely half the honest one: {CL_NAIVE_SE:.3f} " + f"unclustered vs {CL_CR1_SE:.3f} CR1 with G = {CL_G} regions " + f"(simulated). Few clusters? Wild cluster bootstrap is built in " + f"for clustered common-timing reg fits: " + f"p = {WCB_P:.4f}, 95% CI [{WCB_LO:.3f}, {WCB_HI:.3f}].", + align="C", + ) + + self.set_xy(0, 226) + self.set_font("Helvetica", "B", 18) + self.set_text_color(*INDIGO) + self.cell( + WIDTH, + 8, + "Inspect the transformation - descriptive, not an assumption test:", + align="C", + ) + self.set_xy(0, 240) + self.set_font("Courier", "B", 16) + self.set_text_color(*NAVY) + self.cell(WIDTH, 8, "get_transformation_diagnostics()", align="C") + self.add_footer() + + def slide_07_code(self): + self.add_page() + self.dark_gradient_background() + self._draw_vertical_sidebar(7, dark=True) + + self._kicker(32, "The Whole Workflow", color=GOLD_BRIGHT) + self.centered_text(52, "A fit, an exact p-value,", size=36, color=WHITE) + self.centered_text(74, "a permutation test.", size=36, color=WHITE) + + kw, s, g, w = INDIGO_BRIGHT, GOLD_CODE, SLATE_CODE, WHITE + token_lines = [ + [ + ("fit", w), + (" = ", g), + ("LWDiD", kw), + ("(rolling=", w), + ('"detrend"', s), + (",", w), + ], + [(" vcov_type=", w), ('"classical"', s), (").fit(", w)], + [(" prop99, outcome=", w), ('"lcigsale"', s), (",", w)], + [(" unit=", w), ('"state"', s), (", time=", w), ('"year"', s), (",", w)], + [(" treatment=", w), ('"treated"', s), (")", w)], + [("", w)], + [("fit.p_value", w), (f" # exact t, df = {P99_DF}", g)], + [ + ("fit.randomization_test(n_reps=", w), + (str(RI_REPS), s), + (", seed=", w), + (str(RI_SEED), s), + (")", w), + ], + ] + margin = 34 + self._add_code_block( + margin, 98, WIDTH - margin * 2, token_lines, font_size=15, line_height=13 + ) + + self.set_xy(0, 242) + self.set_font("Helvetica", "B", 19) + self.set_text_color(*GOLD_BRIGHT) + self.cell(WIDTH, 8, "Staggered? Same fit - just add first_treat=.", align="C") + self.set_xy(28, 256) + self.set_font("Helvetica", "", 14) + self.set_text_color(*PERIWINKLE) + self.multi_cell( + WIDTH - 56, + 7, + "The randomization test is common-timing reg only; most staggered " + "aggregates use influence-function or bootstrap inference (an " + "eligible classical composite keeps exact t).", + align="C", + ) + self.add_footer(dark=True) + + def slide_08_cta(self): + self.add_page() + self.light_gradient_background() + self._draw_vertical_sidebar(8) + + self.draw_split_logo(38, size=34) + + self.centered_text(80, "Panels in.", size=46) + self.centered_text(108, "Cross-sections out.", size=46, color=INDIGO) + + chip_w = 150 + chip_x = (WIDTH - chip_w) / 2 + self.set_fill_color(*PANEL_NAVY) + self.rect(chip_x, 142, chip_w, 22, "F") + self.set_xy(chip_x, 148) + self.set_font("Courier", "B", 19) + self.set_text_color(*GOLD_CODE) + self.cell(chip_w, 10, "pip install diff-diff", align="C") + + self.set_xy(30, 184) + self.set_font("Helvetica", "", 17) + self.set_text_color(*NAVY) + self.multi_cell( + WIDTH - 60, + 9, + "Tutorial 31 reproduces every number on this deck - Prop 99 and " "Walmart included:", + align="C", + ) + self.centered_text( + 218, + "diff-diff.readthedocs.io/en/latest/tutorials/31_lwdid.html", + size=14, + color=INDIGO_DARK, + ) + + self.centered_text(242, "github.com/igerber/diff-diff", size=17) + + self.set_xy(0, 264) + self.set_font("Helvetica", "I", 13) + self.set_text_color(*GRAY) + self.cell( + WIDTH, + 6, + "Lee & Wooldridge (2025; 2026) - SSRN 4516518 + 5325686.", + align="C", + ) + self.add_footer() + + +def main(): + pdf = LWDiDCarouselPDF() + try: + pdf.slide_01_cover() + pdf.slide_02_gap() + pdf.slide_03_trick() + pdf.slide_04_prop99() + pdf.slide_05_walmart() + pdf.slide_06_use_it_well() + pdf.slide_07_code() + pdf.slide_08_cta() + + output_path = Path(__file__).parent / "diff-diff-lwdid-carousel.pdf" + pdf.output(str(output_path)) + print(f"PDF saved to: {output_path}") + finally: + pdf.cleanup() + + +if __name__ == "__main__": + main() diff --git a/tests/test_lwdid_carousel_claims.py b/tests/test_lwdid_carousel_claims.py new file mode 100644 index 00000000..578e0e0c --- /dev/null +++ b/tests/test_lwdid_carousel_claims.py @@ -0,0 +1,492 @@ +"""Claim-sync guard for the LWDiD launch carousel. + +The deck (``carousel/generate_lwdid_carousel.py``) hardcodes committed, +seed-locked numbers from the executed tutorial-31 notebook as module +constants. The synchronization chain is: + +- library <-> notebook: tutorial 31 is numbers-locked and executed against + the committed library (its real-data cells assert their + ``lwdid_ssc_ancillary`` provenance in the notebook itself); +- notebook <-> carousel: THIS file parses the deck's constants (via ``ast`` + - the generator imports ``fpdf2``, a carousel-only dependency deliberately + absent from CI) and locates each on the COMMITTED NOTEBOOK SURFACE, not + restated here. If the tutorial is ever retuned and the carousel is + forgotten, the notebook surface changes and this file fails. + +Skips cleanly when ``carousel/`` or ``docs/`` is absent (the +isolated-install CI jobs copy only ``tests/``). +""" + +from __future__ import annotations + +import ast +import json +import math +from pathlib import Path + +import pytest + +from tests._tutorial_drift import notebook_markdown, notebook_output_text + +GENERATOR = Path(__file__).resolve().parents[1] / "carousel" / "generate_lwdid_carousel.py" +NB = "docs/tutorials/31_lwdid.ipynb" + + +@pytest.fixture(scope="module") +def deck_constants(): + if not GENERATOR.exists(): + pytest.skip(f"{GENERATOR} not available in this CI environment.") + tree = ast.parse(GENERATOR.read_text(encoding="utf-8")) + consts = {} + for node in tree.body: + if isinstance(node, ast.Assign) and len(node.targets) == 1: + target = node.targets[0] + if isinstance(target, ast.Name): + try: + consts[target.id] = ast.literal_eval(node.value) + except (ValueError, TypeError): + pass + elif isinstance(target, ast.Tuple) and all( + isinstance(el, ast.Name) for el in target.elts + ): + # e.g. ``WM_COUNTIES, WM_YEARS, WM_COHORTS, WM_NEVER = ...`` + try: + values = ast.literal_eval(node.value) + except (ValueError, TypeError): + continue + if isinstance(values, tuple) and len(values) == len(target.elts): + for el, val in zip(target.elts, values): + consts[el.id] = val + return consts + + +@pytest.fixture(scope="module") +def visible_strings(): + """Slide copy: every string literal in the generator EXCEPT docstrings. + + f-strings contribute their constant fragments (``ast.Constant`` nodes + inside ``ast.JoinedStr``), so phrase pins must not span a ``{...}`` + substitution. + """ + if not GENERATOR.exists(): + pytest.skip(f"{GENERATOR} not available in this CI environment.") + tree = ast.parse(GENERATOR.read_text(encoding="utf-8")) + docstring_nodes = set() + for node in ast.walk(tree): + if isinstance(node, (ast.Module, ast.ClassDef, ast.FunctionDef, ast.AsyncFunctionDef)): + body = node.body + if ( + body + and isinstance(body[0], ast.Expr) + and isinstance(body[0].value, ast.Constant) + and isinstance(body[0].value.value, str) + ): + docstring_nodes.add(id(body[0].value)) + return " ".join( + node.value + for node in ast.walk(tree) + if isinstance(node, ast.Constant) + and isinstance(node.value, str) + and id(node) not in docstring_nodes + ) + + +# Chart helpers attributed to the slide that places them (shared by the +# per-slide string and per-slide constant-reference fixtures). +_SLIDE_HELPERS = { + "slide_01_cover": ("_render_cover_motif",), + "slide_03_trick": ("_render_transform_schematic",), + "slide_05_walmart": ("_render_walmart_event_study",), +} + + +def _per_slide(collect): + """Map ``slide_*`` method name -> ``collect(function node)`` output, + concatenated with the output for the slide's chart helpers.""" + if not GENERATOR.exists(): + pytest.skip(f"{GENERATOR} not available in this CI environment.") + tree = ast.parse(GENERATOR.read_text(encoding="utf-8")) + per_func = {} + for node in ast.walk(tree): + if isinstance(node, ast.FunctionDef): + per_func[node.name] = collect(node) + slides = {} + for name, value in per_func.items(): + if name.startswith("slide_"): + for helper in _SLIDE_HELPERS.get(name, ()): + value = value + per_func.get(helper, type(value)()) + slides[name] = value + assert len(slides) == 8, f"expected 8 slide_* methods, found {sorted(slides)}" + return slides + + +@pytest.fixture(scope="module") +def slide_strings(): + """Per-slide visible strings (review R3: a qualifier must live ON the + slide that makes the claim, not merely somewhere in the module).""" + + def collect(node): + return " ".join( + n.value + for n in ast.walk(node) + if isinstance(n, ast.Constant) and isinstance(n.value, str) + ) + + return _per_slide(collect) + + +@pytest.fixture(scope="module") +def slide_constant_refs(): + """Per-slide referenced module-level names (review R7: each pinned + statistical constant must actually be RENDERED by its intended slide - + a hardcoded literal bypassing the constant would otherwise pass).""" + + def collect(node): + return [n.id for n in ast.walk(node) if isinstance(n, ast.Name)] + + return _per_slide(collect) + + +@pytest.fixture(scope="module") +def nb_output(): + return notebook_output_text(NB) + + +def _notebook_code(rel_path: str) -> str: + nb_path = Path(__file__).resolve().parents[1] / rel_path + if not nb_path.exists(): + pytest.skip(f"Notebook not found at {nb_path}.") + return "\n".join( + "".join(c["source"]) if isinstance(c["source"], list) else c["source"] + for c in json.loads(nb_path.read_text())["cells"] + if c["cell_type"] == "code" + ) + + +class TestRealDataMatchesNotebook: + """Every real-data number on the deck is on the committed surface.""" + + def test_walmart_lines(self, deck_constants, nb_output): + c = deck_constants + att, se = c["WM_ATT"] + span = c["WM_COHORT_SPAN"] + needles = [ + f"overall ATT: {att:.4f} (SE {se:.4f})", + f"{c['WM_COUNTIES']} counties x {c['WM_YEARS']} years; " + f"{c['WM_COHORTS']} cohorts ({span[0]}-{span[1]}); " + f"{c['WM_NEVER']} never-treated", + f"near leads (r = {c['WM_NEAR_LEADS_WINDOW'][0]}..{c['WM_NEAR_LEADS_WINDOW'][1]}):" + f" max |WATT(r)| = {c['WM_NEAR_LEADS_MAX']:.4f}", + f"all leads (r = {c['WM_ALL_LEADS_AT']}..-3): max |WATT(r)| = " + f"{c['WM_ALL_LEADS_MAX']:.4f} (at r = {c['WM_ALL_LEADS_AT']})", + ] + for r, (eff, wse) in c["WM_WATT"].items(): + needles.append(f"WATT({r}): {eff:.4f} (SE {wse:.4f})") + for needle in needles: + assert needle in nb_output, f"deck value not on tutorial-31 surface: {needle!r}" + + def test_prop99_lines(self, deck_constants, nb_output): + c = deck_constants + det, dem = c["P99_DETREND"], c["P99_DEMEAN"] + span = c["P99_SPAN"] + for needle in ( + f"{c['P99_STATES']} states x {c['P99_YEARS']} years ({span[0]}-{span[1]})", + f"detrend : ATT {det[0]:.4f} (SE {det[1]:.4f}) " + f"exact p = {c['P99_EXACT_P']:.4f} (df = {c['P99_DF']})", + f"demean : ATT {dem[0]:.4f} (SE {dem[1]:.4f})", + f"randomization inference p-value: {c['P99_RI_P']:.4f}", + ): + assert needle in nb_output, f"deck value not on tutorial-31 surface: {needle!r}" + + def test_ri_ran_on_the_detrended_fit(self): + # Slide 4 pairs the exact p and the RI p as two roads to inference on + # the SAME (detrended) fit; the notebook must keep that provenance. + code = _notebook_code(NB) + assert 'det = p99["detrend"]' in code + assert "det.randomization_test(n_reps=9999" in code + + def test_about_20_percent_phrase_is_notebook_backed(self, deck_constants, visible_strings): + # "about a 20% reduction" is the committed tutorial markdown's own + # characterization of the detrended log-point estimate; re-derive the + # implied percentage from the deck's constant as well. + assert "about a 20% reduction" in visible_strings + assert "about a 20% reduction" in notebook_markdown(NB) + implied = 1.0 - math.exp(deck_constants["P99_DETREND"][0]) + assert 0.18 <= implied <= 0.22, "log-point estimate no longer implies ~20%" + + +class TestSimulationsMatchNotebook: + """The simulated-DGP numbers on the deck are on the committed surface.""" + + def test_drifting_units_lines(self, deck_constants, nb_output): + c = deck_constants + for label, (att, se) in ( + ("demean ", c["TREND_DEMEAN"]), + ("detrend ", c["TREND_DETREND"]), + ): + needle = f"{label}: ATT {att:.3f} (SE {se:.3f}) truth: {c['TREND_TRUTH']:.1f}" + assert needle in nb_output, f"deck value not on tutorial-31 surface: {needle!r}" + + def test_clustering_lines(self, deck_constants, nb_output): + c = deck_constants + for needle in ( + f"hc1, clustering ignored: ATT {c['CL_ATT']:.3f} (SE {c['CL_NAIVE_SE']:.3f})", + f"region-clustered: ATT {c['CL_ATT']:.3f} " + f"(CR1 SE {c['CL_CR1_SE']:.3f}), G = {c['CL_G']} truth: {c['CL_TRUTH']:.1f}", + f"wild cluster bootstrap: p = {c['WCB_P']:.4f}, " + f"95% CI [{c['WCB_LO']:.3f}, {c['WCB_HI']:.3f}]", + ): + assert needle in nb_output, f"deck value not on tutorial-31 surface: {needle!r}" + + def test_staggered_sim_line(self, deck_constants, nb_output): + c = deck_constants + att, se, truth = c["SIM_STAG"] + needle = f"LWDiD overall ATT: {att:.3f} (SE {se:.3f}) (truth: {truth:.3f})" + assert needle in nb_output, f"deck value not on tutorial-31 surface: {needle!r}" + + def test_barely_half_claim(self, deck_constants): + # Slide 6: "The naive SE was barely half the honest one." Recompute + # from the committed SEs; the wording requires a ratio <= 0.6. + c = deck_constants + assert c["CL_NAIVE_SE"] / c["CL_CR1_SE"] <= 0.6 + + def test_factor_of_two_claim(self, deck_constants): + # Slide 6: Prop 99's two transformations "disagree by nearly + # a factor of two". Recompute from the committed estimates. + c = deck_constants + ratio = c["P99_DEMEAN"][0] / c["P99_DETREND"][0] + assert 1.5 <= ratio <= 2.05, f"'nearly a factor of two' no longer holds: {ratio:.2f}" + + +class TestGuardrailPhrases: + """The qualifiers ARE the claim - a rewording that drops one ships an + overclaim even with every number intact (CiC/MMM-deck precedent).""" + + def test_load_bearing_phrases_on_visible_surface(self, visible_strings): + for phrase in ( + "(simulated)", # simulated-DGP truth labels (slides 5, 6) + "illustrative", # cover motif is art, not a data claim + "schematic", # slide-3 transformation figure label + # The exact-t assumptions travel WITH the claim (slide 3); + # REGISTRY "Small-sample (exact) inference layer" + review R1. + "no anticipation", + "mean-zero, conditionally normal, homoskedastic", + # RI's justification is the assignment mechanism (review R1). + "complete-randomization assignment", + # Slide 5's lead-flatness claim is scoped to the printed window + # AND discloses the far lead (review R1) - never generalized. + "near leads (r = ", + "Near leads stay below ", + "distant leads reach |WATT| = ", + # CHT is a heterogeneous LINEAR trends model (review R1). + "unit-specific linear drift", + # Slide 4's replication claim is scoped to ATT/SE/exact p; the + # RI card follows the authors' package convention (REGISTRY). + "reproduce LW 2026 Table 3", + "authors' package convention", + "conditional on the detrending (CHT)", + # Slide 2's single, neutral SyntheticDiD mention: estimation is + # covered; the gap claim is scoped to the exact p-value. + "SyntheticDiD does it.", + "An exact p-value with", + # Slide 4 presents exact t and RI side by side without claiming + # they agree (0.021 and 0.054 straddle 0.05). + "Two roads to inference with a ", + # Slide 7's df comment renders from the pinned Prop 99 df. + "# exact t, df = ", + # Cover subtitle names the release (label derived, never typed). + "New in diff-diff ", + # Review R2: the exact-inference claim is about ONE TREATED unit + # (N1 = 1); LW 2026 requires total N >= 3, so the deck must say + # "one treated unit", never total-sample notation. + "one treated unit", + ): + assert phrase in visible_strings, f"load-bearing phrase missing: {phrase!r}" + + def test_qualifiers_are_slide_local(self, slide_strings): + # Review R3: each qualifier must appear on the SLIDE whose claim it + # scopes - a qualifier drifting to an unrelated slide keeps the + # global test green while the claim ships unqualified. + expectations = { + "slide_01_cover": ("New in diff-diff ", "illustrative"), + "slide_02_gap": ( + "SyntheticDiD does it.", + "An exact p-value with", + # Review R6: the regression tagline is scoped to the + # classical path (ipw/dr/psm exist; exact t is reg-only). + "classical path", + ), + "slide_03_trick": ( + "schematic", + # Review R5: the identification stack rides with the claim. + "no anticipation", + "overlap", + "mean-zero, conditionally normal, homoskedastic", + # Review R3: the sample-size guard rides with the claim - + # one treated unit is valid only with total N >= 3. + "at least two controls (N >= 3)", + "one treated unit", + ), + "slide_04_prop99": ( + "reproduce LW 2026 Table 3", + "authors' package convention", + "complete-randomization assignment", + "conditional on the detrending (CHT)", + # Review R8: the proof slide repeats the classical-error + # qualifier locally (it circulates on its own). + "conditionally normal, homoskedastic collapsed errors", + "Two roads to inference with a ", + ), + "slide_05_walmart": ( + "near leads (r = ", + "Near leads stay below ", + "(magnitude envelope)", + # Review R8: the far-lead disclosure is a magnitude - the + # committed surface pins max |WATT(r)|, never the sign. + "distant leads reach |WATT| = ", + "(simulated)", + ), + "slide_06_use_it_well": ( + "unit-specific linear drift", + # Reviews R5/R6: the diagnostics call covers the + # transformation (not clustering) and is descriptive - the + # tutorial's own "not assumption tests" framing. + "descriptive, not an assumption test", + "(simulated)", + # Review R3: WCB is a clustered common-timing capability. + "common-timing reg", + ), + "slide_07_code": ( + "# exact t, df = ", + ", seed=", + # Review R3/R4: the RT is common-timing only, but the + # staggered scope note must keep the exact-composite + # exception (REGISTRY per-surface reference distributions). + "common-timing reg only", + "classical composite keeps exact t", + ), + } + for slide, phrases in expectations.items(): + for phrase in phrases: + assert phrase in slide_strings[slide], ( + f"qualifier {phrase!r} is not on {slide} - it must ride " + "with the claim it scopes" + ) + + def test_statistical_constants_reach_their_slides(self, slide_constant_refs): + # Review R7: each notebook-pinned constant must be referenced by the + # slide that displays it, so a hardcoded literal cannot silently + # replace the synced value. + expectations = { + "slide_04_prop99": ( + "P99_EXACT_P", + "P99_RI_P", + "P99_DF", + "P99_DETREND", + "P99_STATES", + "P99_YEARS", + "P99_SPAN", + ), + "slide_05_walmart": ( + "WM_ATT", + "WM_WATT", + "WM_COUNTIES", + "WM_COHORTS", + "WM_NEVER", + "WM_COHORT_SPAN", + "WM_NEAR_LEADS_MAX", + "WM_NEAR_LEADS_WINDOW", + "WM_ALL_LEADS_MAX", + "WM_ALL_LEADS_AT", + "SIM_STAG", + ), + "slide_06_use_it_well": ( + "TREND_DEMEAN", + "TREND_DETREND", + "TREND_TRUTH", + "P99_DEMEAN", + "CL_NAIVE_SE", + "CL_CR1_SE", + "CL_G", + "WCB_P", + "WCB_LO", + "WCB_HI", + ), + "slide_07_code": ("P99_DF", "RI_REPS", "RI_SEED"), + } + for slide, names in expectations.items(): + for name in names: + assert name in slide_constant_refs[slide], ( + f"constant {name} is not rendered by {slide} - a " + "hardcoded literal may have replaced the synced value" + ) + + def test_no_absolutes_or_competitor_claims(self, visible_strings): + # The deck positions LWDiD as complementary (user decision, + # 2026-08-22): no superlatives about our own estimators and no + # external-package comparisons (not click-through verifiable). + lowered = visible_strings.lower() + for banned in ( + "the only ", + "first and only", + "no other estimator", + "nothing else", + "unlike synthetic", + "better than", + "synthdid", + "csdid", + "fixest", + "geolift", + "causalimpact", + # Review R1: the categorical post-only claim suppressed the + # r = -22 far lead; the unqualified drift headline overstated + # CHT (a linear-trends model). Neither may return. + "only after entry", + "detrending allows drift", + # Review R2: "N = 1" is total-sample notation - the method + # requires N >= 3; the valid claim is N1 = 1 (one treated unit). + "n = 1", + # Review R9: "flat" is inferential wording - the chart shows a + # magnitude envelope, not lead-level uncertainty. + "flat near leads", + "flat leads", + ): + assert banned not in lowered, f"banned absolute/competitive claim: {banned!r}" + + def test_syntheticdid_is_a_real_exported_estimator(self): + # Slide 2 says "SyntheticDiD does it" - the named estimator must + # exist on the library's public surface. + init = Path(__file__).resolve().parents[1] / "diff_diff" / "__init__.py" + if not init.exists(): + pytest.skip("diff_diff/__init__.py not available in this CI environment.") + assert "SyntheticDiD" in init.read_text(encoding="utf-8") + + def test_code_slide_fragments_match_notebook_invocation(self, deck_constants, visible_strings): + # Slide 7's code is the tutorial's own common-timing classical fit - + # the only mode where randomization_test() is defined - so each + # displayed fragment must appear in the notebook's code cells. The + # displayed reps/seed render from the deck constants (review R4), so + # reconstructing the call from those constants pins deck <-> notebook. + code = _notebook_code(NB) + c = deck_constants + for fragment in ( + 'rolling="detrend"', + 'vcov_type="classical"', + 'outcome="lcigsale"', + 'unit="state"', + 'time="year"', + 'treatment="treated"', + # The seed is DISPLAYED (review R1) so the shown call reproduces + # the shown p-value; the notebook must keep the same call. + f"randomization_test(n_reps={c['RI_REPS']}, seed={c['RI_SEED']}", + ): + assert fragment in code, f"tutorial 31 lost the displayed invocation: {fragment!r}" + assert "randomization_test(n_reps=" in visible_strings + assert ", seed=" in visible_strings, "the displayed RI call lost its seed" + + def test_tutorial_referenced_once_on_cta(self, visible_strings): + # House precedent: the tutorial teaser appears ONCE, on the CTA. + assert visible_strings.count("Tutorial 31") == 1 + assert "tutorials/31_lwdid.html" in visible_strings + nb_path = Path(__file__).resolve().parents[1] / NB + assert nb_path.exists(), "CTA points to a tutorial that does not exist"