stddiff.spark: Calculate the Standardized Difference for Numeric, Binary and Category Variables in Apache Spark

2026 Dataset Open access

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Authors: Alicja Januszkiewicz
DOI: 10.32614/cran.package.stddiff.spark
Cited by: 0
References: 1

Abstract

Provides functions to compute standardized differences for numeric, binary, and categorical variables on Apache Spark DataFrames using 'sparklyr'. The implementation mirrors the methods used in the 'stddiff' package but operates on distributed data. See Zhicheng Du, Yuantao Hao (2022) for reference.

Fields of Study & Subjects

Data Analysis with R Advanced Causal Inference Techniques Statistical Methods and Inference

Publication details

Publication date
15 January 2026
Document type
Dataset