factor-analysis-methods

There are 1 repository under factor-analysis-methods topic.

• TatevKaren / mathematics-statistics-for-data-science

  Mathematical & Statistical topics to perform statistical analysis and tests; Linear Regression, Probability Theory, Monte Carlo Simulation, Statistical Sampling, Bootstrapping, Dimensionality reduction techniques (PCA, FA, CCA), Imputation techniques, Statistical Tests (Kolmogorov Smirnov), Robust Estimators (FastMCD) and more in Python and R.

  linear-regressionrbootstrapprobability-distributionmonte-carlo-simulationimportance-samplingrejection-samplinginverse-transform-methodregression-analysisdimensionality-reductionstatistcal-testsclusteringpca-analysisfactor-analysis-methodscanonical-correlationdata-imputationpython3
  Language:R 106

• Rkabacoff / qacDR

  Dimension Reduction

  pcacluster-analysisfactor-analysis-methods
  Language:R

• UdeshikaDissa / Multivariate-Analysis_SAS

  Comprehensive Statistical and Multivariate Analysis through Principal Component and Factor Analysis methods using SAS. Applied estimation, hypothesis testing, and dimension reduction techniques as parts of this study.

  multivariate-analysissasfactor-analysis-methodsprincipal-component-analysishypothesis-testing
  Language:HTML