From d5671d178b186621309f9a98cdd355c91387a252 Mon Sep 17 00:00:00 2001 From: vedube Date: Sun, 16 Jun 2024 20:43:20 -0500 Subject: [PATCH 1/3] 1er avance simplified --- .DS_Store | Bin 0 -> 6148 bytes requirements.txt | 9 ++- src/.DS_Store | Bin 0 -> 6148 bytes src/dvds/simplified_dvds.py | 151 +++++++++++++++++++++++++++++++++++- 4 files changed, 154 insertions(+), 6 deletions(-) create mode 100644 .DS_Store create mode 100644 src/.DS_Store diff --git a/.DS_Store b/.DS_Store new file mode 100644 index 0000000000000000000000000000000000000000..f1982264bba623c90b11a5ab92a0e14b884d5d5f GIT binary patch literal 6148 zcmeHK&u`N(6n)ZwYyCb75Gi5zJ7UA*n{u>QKmkjLLa2i1OFmdLd;RpVg!IWinliz3cljE2AWv z=8BL^rbv17D#<2tF_80YQYdbyI~><>$KK85^8Vwl|KL$?)%BPCey{64e9~X7T<6A} zyHAhCAJbVTzp9TWf$d4zHG^mH4VBuEK8Jah%IrPj%<0fGI-q?T(IJI2I=8v8I6vU$ z#c}BfnR_&(=fGW>(WK50w;K$Pa>)LP=9H+~46Tf(0ql~#P}$&rZ}3~l%;~t1_50$i z&6qAT%-r{**LG#s3<7RajYtQ6yJg? aL!ZwTU|_J)hzQL75l}MN!Yc4j6*vV&*2mTW literal 0 HcmV?d00001 diff --git a/requirements.txt b/requirements.txt index c7562e4..2098530 100644 --- a/requirements.txt +++ b/requirements.txt @@ -1,5 +1,8 @@ -tqdm==4.66 -scikit-learn==1.5 +numpy==1.26 +pandas==2.2 seaborn==0.13 +scipy==1.13 +tqdm==4.66 quantile-forest==1.3 -numpy==1.26 \ No newline at end of file +scikit-learn==1.5 +treeinterpreter==0.2 \ No newline at end of file diff --git a/src/.DS_Store b/src/.DS_Store new file mode 100644 index 0000000000000000000000000000000000000000..6856ba4d7ef6314f203be22334680cdf400fcb52 GIT binary patch literal 6148 zcmeHKO-sW-5Z$fSrijpkqQ`*OqV)r{c!{+hyc*GiN^MNhV9ZL>HiuHkRsWFx#J{6& zcDDt;PJ&38f!Vj2o!KyN!%jvBAshX0Lx_qH!hsSN${4;8S||M?1#6iBO4{Q%RyRSc z0zA`(EdQSYI=i9>#Q>UqI==&~t-Wc{iA?;0EPb@+{1QCIQQE83US(mXI6GHzO3u7< z<=?5y@3njVw9)Qf(9@|>aWI~@gR`iUwJM8;D(SVOq|?;_QP_dY<$08ZDr=~I5~e!V zHw#YLDYq)i!{O#`)!o{ujjHajUawW%?Y;VFRCbnD*Y{6a_whrbo(%I6pQV-si(`1k zWRlLn? 1 - tau + Q0plus = mu0 > 1 - tau + Q1mins = mu1 > tau + Q0mins = mu0 > tau + kappa1plus = np.minimum(1 - 1 / Lambda + mu1 / Lambda, mu1 * Lambda) + kappa0plus = np.minimum(1 - 1 / Lambda + mu0 / Lambda, mu0 * Lambda) + kappa1mins = np.maximum(1 - Lambda + mu1 * Lambda, mu1 / Lambda) + kappa0mins = np.maximum(1 - Lambda + mu0 * Lambda, mu0 / Lambda) + ATEplus1 = Z * Y + (1 - Z) * kappa1plus + (1 - e) / e * Z * (Q1plus + Lambda ** np.sign(Y - Q1plus) * (Y - Q1plus) - kappa1plus) + ATEplus0 = (1 - Z) * Y + Z * kappa0plus + e / (1 - e) * (1 - Z) * (Q0plus + Lambda ** np.sign(Y - Q0plus) * (Y - Q0plus) - kappa0plus) + ATEmins1 = Z * Y + (1 - Z) * kappa1mins + (1 - e) / e * Z * (Q1mins + Lambda ** np.sign(Q1mins - Y) * (Y - Q1mins) - kappa1mins) + ATEmins0 = (1 - Z) * Y + Z * kappa0mins + e / (1 - e) * (1 - Z) * (Q0mins + Lambda ** np.sign(Q0mins - Y) * (Y - Q0mins) - kappa0mins) + ATEplus = ATEplus1 - ATEmins0 + ATEmins = ATEmins1 - ATEplus0 + c = norm.ppf(1 - alpha / 2) / np.sqrt(len(Y)) + + results = { + "Lambda": Lambda, + "upper": np.mean(ATEplus), + "lower": np.mean(ATEmins), + "upper.CI": np.mean(ATEplus) + c * np.std(ATEplus, ddof=1), + "lower.CI": np.mean(ATEmins) - c * np.std(ATEmins, ddof=1), + "upper.1": np.mean(ATEplus1), + "lower.1": np.mean(ATEmins1), + "upper.0": np.mean(ATEplus0), # VALE: En el source code ponen ATEmin0 + "lower.0": np.mean(ATEmins0) # VALE: En el source code ponen ATEplus0 + } + return pd.DataFrame(results) + +def dvds_continuous(X: np.ndarray, Y: np.array, Z: np.array, mu0, mu1, e, Lambdas=1, alpha=0.05): + # DVDS sensitivity analysis for continuous outcomes + # Uses random forests for all quantile and CV@R nuisances + n = len(Y) + phi1plus = phi_continuous(X, Y, Z, mu1, e, Lambdas) + phi1mins = -phi_continuous(X, -Y, Z, -mu1, e, Lambdas) + phi0plus = phi_continuous(X, Y, 1-Z, mu0, 1-e, Lambdas) + phi0mins = -phi_continuous(X, -Y, 1-Z, -mu0, 1-e, Lambdas) + ATEplus = phi1plus - phi0mins + ATEmins = phi1mins - phi0plus + c = norm.ppf(1 - alpha / 2) / np.sqrt(n) + + results = [] + for i in range(len(Lambdas)): + result = { + "Lambda": Lambdas[i], + "lower": np.mean(ATEmins[:, i]), + "upper": np.mean(ATEplus[:, i]), + "lower.CI": np.mean(ATEmins[:, i]) - c * np.std(ATEmins[:, i]), + "upper.CI": np.mean(ATEplus[:, i]) + c * np.std(ATEplus[:, i]), + "upper.1": np.mean(phi1plus), + "lower.1": np.mean(phi1mins), + "upper.0": np.mean(phi0plus), + "lower.0": np.mean(phi0mins) + } + results.append(result) + + return pd.DataFrame(results) + + +# ZSB comparison ########################## + +def extrema(A, Y: np.array, gamma, fitted_prob): + # Helper function for ZSB sensitivity analysis + fitted_logit = logit(fitted_prob) + eg = np.exp(-fitted_logit) + Y = Y[A == 1] + eg = eg[A == 1] + Y = Y[np.argsort(-Y)] + eg = eg[np.argsort(-Y)] + num_each_low = Y * (1 + np.exp(-gamma) * eg) + num_each_up = Y * (1 + np.exp(gamma) * eg) + num = np.concatenate(([0], np.cumsum(num_each_up))) + np.concatenate((np.cumsum(num_each_low[::-1])[::-1], [0])) + den_each_low = (1 + np.exp(-gamma) * eg) + den_each_up = (1 + np.exp(gamma) * eg) + den = np.concatenate(([0], np.cumsum(den_each_up))) + np.concatenate((np.cumsum(den_each_low[::-1])[::-1], [0])) + maximum = np.max(num / den) + num = np.concatenate(([0], np.cumsum(num_each_low))) + np.concatenate((np.cumsum(num_each_up[::-1])[::-1], [0])) + den = np.concatenate(([0], np.cumsum(den_each_low))) + np.concatenate((np.cumsum(den_each_up[::-1])[::-1], [0])) + minimum = np.min(num / den) + + return minimum, maximum + +def extrema_os(Z: np.arra, Y: np.arra, Lambda: np.arra, e: np.arra): + return extrema(Z, Y, np.log(Lambda), e) - np.flip(extrema(1 - Z, Y, np.log(Lambda), 1 - e)) -def phi_continuous(X: np.ndarray, Y: np.ndarray, Z: np.ndarray): \ No newline at end of file +def extrema_aipw(Z: np.arra, Y: np.arra, Lambda: np.arra, e: np.arra, mu0: np.arra, mu1: np.arra): + # ZSB sensitivity analysis for AIPW + eps = Y - np.where(Z == 1, mu1, mu0) + bounds = np.mean(mu1 - mu0) + extrema_os(Z, eps, Lambda, e) + + result = { + "Lambda": [Lambda] * 2, + "upper": [bounds[1]], + "lower": 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.gitignore | 5 ++++- 1 file changed, 4 insertions(+), 1 deletion(-) diff --git a/.gitignore b/.gitignore index 8fa5b33..25f99c8 100644 --- a/.gitignore +++ b/.gitignore @@ -1 +1,4 @@ -env \ No newline at end of file +env +notebooks +*.ipynb +__pycache__ \ No newline at end of file