| append_to_sqlite | Callback function that appends new sections to the SQLite... |
| ate_diffmeans | Simple Difference in Means estimator for binary treatment... |
| balance_table | Balance Check for observational studies |
| bboot | Bayesian bootstrap for linear regression |
| binscatter | R implementation of binned scatterplot and CEF plotter, with... |
| calibPlot | plot calibration |
| california_prop99 | California proposition 99 |
| chr | coerce to string |
| classifEval | Classification Evaluation |
| clip | clip vector to specified range (clone of np.clip) |
| convert_all_to_csv | Writes all dataframes to csv |
| createFolds | create folds for cross-fitting |
| csv_to_sqlite | Fork of inborutils::csv_to_sqlite to save a delimited text... |
| dataPkg | list datasets in package |
| DMLReg | Simple Double-ML implementation with cross-fitting |
| dta_vlabs | Small summary table with stata variable labels from DTA file |
| expit | inverse logit fn |
| fitGet | return cross-fit predictions from glmnet object |
| fmla_kth | construct formula with outcome and polynomial terms |
| formula_fixest | Stitches together formula for use in fixest::feols |
| formula_lfe | Stitches together formula for use in felm |
| formula_stitcher | Stitches together formula for use in lm/glm |
| freq_table | Summary table with percentages for categorical variables |
| fromLimportF | Loads specific function or list of functions f from library l |
| fuzzy_match | fuzzy matches 2 character vectors, and returns most similar... |
| get_and_unzip | downloads and unzips file if it is not found in current wdir |
| getNthElement | Get n'th element in list of lists |
| grapes-not-in-grapes | not.in function |
| interSparseM | prepare sparse X matrix with interactions |
| KS2007_dgp | Kang Schaefer (2007) DGP for 'mild' confounding |
| label_extractor | extracts variable labels and returns a dataframe with... |
| lal_map_theme | Theme for maps |
| lalonde.exp | Experimental data from the job training program first studied... |
| lalonde.psid | Non-experimental data from Lalonde (1986) |
| lal_plot_theme | theme for nice looking plots with sensible defaults (no... |
| lal_plot_theme_d | Wrapper for hrbrthemes::theme_ft_rc() with bigger font,... |
| len | Shorter length |
| libreq | Loads a list of libraries, installs when necessary - Take 2 |
| listOmitIf | Omit element if it contains "contains" |
| load_or_install | Loads a list of libraries, installs when necessary |
| lv | last value |
| maskMatrix | mask a matrix using another matrix |
| matr | matrix constructor |
| mcReplicate | Multi-core replicate. Use multiple cores for repeated... |
| mcSapply | Multi-core sapply Use multiple cores for simplifying apply. |
| mls | list methods for object |
| mMscale | min-max scale (maps continuous variable to [0, 1]) |
| multiplot | Stitches together multiple ggplot objects for export-ready... |
| naOmitList | Omit NA entries in list |
| newtonRoot | solve for roots using the NR update rule x1 = x0 −... |
| norm_diff | Normalised Difference (Imbens, Rubin 2015) for observational... |
| nunique | number of unique values in vector |
| OLSw | Compute OLS with arbitrary vector of weights (possibly... |
| overlap_histogram | Histogram of pscore distributions in treatment and control... |
| panelMatrices | Convert a long panel to wide matrix (cleaner data.table... |
| panel_treat_plot | plot binary treatment status for time series for panel... |
| polySieveM | prepare X matrix with flexible interactions and polynomials |
| portal_hexcodes | Hex codes for portal game colours (blue and orange) |
| prplot | Partial Residual Plot |
| pums | Public use wage, education data from 1980 census. Used in... |
| rdr_export | Summary table for Rdrobust estimates to export using... |
| read_all_files | Reads in all datasets in given location |
| reg_adjust | Regression Adjustment estimation of ATE or ATT |
| regplot_dens | Scatterplot with regression line and densites by grouping... |
| residualise | Partial out controls and fixed effects and return... |
| robustify | Replaces the standard errors (t and p vals)in FELM model... |
| sourceDir | Source all R scripts in directory |
| stat_transfer_data | Populates a stat-transfer script to convert files to CSV |
| subclassify | Compute subclassification ATT and ATE |
| summar | Summary table |
| summary.bboot | summary method for bayesian bootstrap |
| timeStamp | Timestamp with no spaces for filenames |
| tsplotter | Canned subroutine to plot time series for several variables |
| ttsplit | test-train split |
| vnorm | t-norm of a vector |
| withFrame | ggplot with frame |
