Microdata Infrastructure Tools for Firm-Level Microdata Research


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Documentation for package ‘mditools’ version 0.1.0

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mditools-package mditools: Microdata Infrastructure Tools for Firm-Level Microdata Research
mditools mditools: Microdata Infrastructure Tools for Firm-Level Microdata Research
mdi_acf_prodest ACF Production Function Estimation
mdi_aggregate Generic Aggregation Function
mdi_clustering Clustering
mdi_cs_prodest Cost-Shares Production Function Estimator (Cobb-Douglas)
mdi_disclose_crit Add Disclosure Criteria to Aggregated Data
mdi_disclose_reg_tab Disclosure Check and Masking for Regression Tables
mdi_dpgmm_prodest Arellano-Bond Difference-GMM Production Function Estimator
mdi_estimate_markup Estimate Firm-Level Markup
mdi_estimate_prodfun Estimate production functions with multiple estimators (panel, by-group)
mdi_hier_apply Hierarchical Aggregation of Data
mdi_import_data Import Data into R data.table
mdi_intensity Compute Technology Adoption Intensity via Probit Propensities
mdi_jointdist Calculate Joint Distributions
mdi_lp_prodest Levinsohn-Petrin (2003) Production Function Estimator
mdi_make_conc Harmonize a Classification Over Time
mdi_ols_prodest OLS Production Function Estimator
mdi_outlier Outlier Routine for Data Cleaning
mdi_pim_capital Estimate Capital Stock Using Perpetual Inventory Method (PIM)
mdi_regress Weighted Regression with Automatic Disclosure Check
mdi_transition Count Classification Switches Between Consecutive Periods
mdi_wdrg_prodest Wooldridge (2009) System-GMM Production Function Estimator