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Geophrey Odero's Projects

apa-latex-template icon apa-latex-template

A LaTeX template for composing manuscripts in the American Psychology Assocation's 6th edition format.

graphing-irt icon graphing-irt

Statistical applications make the calculations of IRT models easier and more accurate than hand calculation. However, not all applications provide the users with some outputs they need. PROC IRT in SAS does not have an option to obtain a graph on test information, standard error of estimate (SES) and log likelihood function (LLF) for a score pattern. The purpose of this paper is to apply dichotomous score IRT theories of one-parameter (1PL), two-parameter (2PL), three-parameter (3PL), and four-parameter (4PL) models and build a macro producing outputs necessary for building a graph for test information and SEE and LLF by score pattern in SAS. The calculation method used is Maximum Likelihood (ML). The users can exploit the given outputs for other uses

irt_parameter_estimation icon irt_parameter_estimation

Parameter estimation routines for logistic Item Characteristic Curves (ICC) from Item Response Theory (IRT)

itemstatistics icon itemstatistics

An Item Statistics Application in Shiny. Item difficulty index, Item Discrimination index, Item Variance, Item Standart Deviation, Item Reliablity Calculation.

nycflights13 icon nycflights13

An R data package containing all out-bound flights from NYC in 2013 + useful metdata

snowirt icon snowirt

This module includes Item Statistics, Model fit, Differential Item Functioning, Wright Map, Expected Scores Curve,and Item Characteristic Curve for DIF using MML estimation of the Rasch measurement model.

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