iMap4 User Guidebook
Introduction
Getting Started
Overview
Installation and running the GUI
Theory
Linear Mixed Models
Pixel Wise Modeling and non-parametric statistics
Family-wise error rate (FWER) under H0
Power analysis of iMap4
Data structures and function usage
Core functions
Input Matrix
LMMmap
StatMap, Posthoc and figure outputs
Other useful features and function
Example 1 (GUI)
Background of Example 1
Using the GUI (1): Import Data and label columns
Using the GUI (2): Parameters and Conditions
Using the GUI (3): Create smoothed fixation matrix
Using the GUI (4): Optional for preprocessing
Using the GUI (5): Descriptive Statistics Report
Using the GUI (6): Spatial Mapping Using Linear Mixed Models
Using the GUI (7): Hypothesis testing and Display results
Using the GUI (8): Post-hoc analysis
Example 2 (Code)
Background of Example 2
Analysis using codes: example 2
Example 3 - Simulation Study A
Example 4 - Simulation Study B
Future development
Additional information
References
Credit and other information
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Example 2 (Code)
Example 2 (Code)
Background of Example 2
Analysis using codes: example 2
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