grf-labs/grf

Issues

• Variable importance () plot

  #1411 opened a month ago by hanneleer
  3

• Questions Regarding Causal Forest Variable Types and "test_calibration" Interpretation

  #1409 opened a month ago by Matt9617
  1

• Allow `Y.hat` input for `causal_survival_forest()`?

  #1410 opened a month ago by bcjaeger
  4

• Advice: multiple distinct treatments vs. multiple treatment categories

  #1330 opened 10 months ago by corydeburd
  3

• cross-fitted calibration test - Athey et.al. 2024

  #1407 opened 2 months ago by lucy-temed
  4

• ll_regression_forest slows down console in Rstudio

  #1404 opened 2 months ago by gabrielhoc
  2

• Getting negative values for test_calibration(tau.forest)

  #1405 opened 2 months ago by YongzhWang
  1

• Add support for missing values on predictors features

  #1403 opened 3 months ago by inti4digbi
  2

• Typo X2 -> X1 in RATE doc example

  #1398 opened 3 months ago by erikcs
  0

• LATE implementation details

  #1399 opened 3 months ago by mili-yini
  2

• How to calculate the R2 of a local linear forest?

  #1400 opened 3 months ago by nikosGeography
  2

• Using causal forest for event studies

  #1268 opened 3 months ago by LauraWeile
  1

• How can I model Binomial (n, k) and Poisson outcomes

  #1257 opened 3 months ago by anirudhtomer
  7

• Differential forest prediction test statistic not replicable despite seed set in relevant places

  #1262 opened 3 months ago by shbyrne
  2

• multiarm causal forests reports different treatment effects when evaluated in different but randomly assigned groups

  #1314 opened 3 months ago by lucytm111
  6

• Outcome variable with highly right-skewed distribution with mass at zero

  #1375 opened 6 months ago by robert702
  1

• Overlap assumption and Calibration test

  #1387 opened 4 months ago by FedericaPetru
  1

• Average treatment effect for lm forest

  #1384 opened 4 months ago by fresskylin
  1

• Question : Variance from quantile forest and multi_regression_forest

  #1385 opened 3 months ago by yvc5154
  1

• Multiple instruments in instrumental_forest() + first stage results

  #1383 opened 4 months ago by AleksandrZhuravlev98
  1

• object 'X' not found

  #1382 opened 5 months ago by RuhanLiu
  2

• Do the causal_forest() and predict() functions technically fall under the umbrella of an "honest causal forest" or a "generalized random forest" ?

  #1381 opened 5 months ago by njawadekar
  0

• Parameter tuning for RDD / lm_forest

  #1259 opened a year ago by corydeburd
  5

• Very low estimated censoring probabilities and extreme values of treatment propensities

  #1334 opened 5 months ago by BorjaGIH
  6

• Problems with grf in R Notebooks

  #1374 opened 6 months ago by MCKnaus
  3

• Add overlap warning to RATE

  #1367 opened 6 months ago by erikcs
  0

• Why should we use predicted ITE to assess heterogeneity in treatment effects, not doubly-robust estimates?

  #1372 opened 7 months ago by Jinwoo-Yi
  1

• QUESTION: handling NAs in Y arising from panel attrition.

  #1373 opened 6 months ago by go-bayes
  2

• Regarding model calibration and discrimination performance of individual treatment effect calculated from causal_survival_forest function.

  #1255 opened 7 months ago by fukuokaya
  2

• Mention reproducibility in seed argument docstring

  #1368 opened 8 months ago by erikcs
  0

• Is the order of covariates suppose to affect the treatment estimate?

  #1363 opened 8 months ago by paradigmfellow
  2

• Estimation of R-loss criterion and the Monte-carlo error using causal survival forest

  #1339 opened 9 months ago by mnose
  2

• Weak instrument (get_scores.instrumental_forest)

  #1343 opened 9 months ago by howardzzhang
  1

• How could I get the ATE/CATE.. using insrumental forest?

  #1348 opened 9 months ago by minhengw
  8

• RATE with low treatment propensities --- target.sample="treated"?

  #1332 opened 9 months ago by robert702
  4

• What version of R / RStudio do I need to install grf version 0.10.2?

  #1295 opened 10 months ago by HeinzEllman
  3

• question about heterogeneous causal forests

  #1310 opened 10 months ago by Tinatttina
  1

• Question about Algorithm 1 in acic18

  #1313 opened a year ago by RamirezAmayaS
  1

• Slow performance while running predict for quantile regression

  #1308 opened a year ago by gautham2492
  1

• ATE over subsets with low and high estimated CATEs - nonsensical results

  #1287 opened a year ago by RamirezAmayaS
  4

• A little misleading in documentation

  #1309 opened a year ago by Ri0016
  2

• Error in validate_observations(Y, X) : Observations (W, Y, Z or D) must be vectors.

  #1307 opened a year ago by xuyiqing
  2

• Questions about causal forests

  #1294 opened a year ago by marclet
  3

• multi-arm causal forest: different X variables for different treatments (feature selection)

  #1296 opened a year ago by robertmilo737
  1

• Predict group membership in each tree of the forest

  #1288 opened a year ago by FridljDa
  2

• Interpretation for best linear projection

  #1260 opened a year ago by Einspanner8888
  1

• HPC node starting many threads despite setting num.threads = 1

  #1266 opened a year ago by janewliang
  10

• Training an Unsupervised Random Forest in the grf package

  #1261 opened a year ago by JREED1234
  1

• Selecting balanced splits in instrumental forests

  #1256 opened a year ago by JeGemm
  3

• How can I estimate 1 - E[Y(0) | X = x] / E[Y(1) | X = x]

  #1254 opened a year ago by anirudhtomer
  1