FHLM-LLR SAS Macro (v1.1.0) Public

SAS Macro for Estimation of Functional Hierarchical Linear Models (FHLM) Using Local Linear Regression Estimation Procedure

README

FHLM-LLR SAS Macro (v1.1.0)

SAS Macro for Estimation of Functional Hierarchical Linear Models (FHLM) Using Local Linear Regression Estimation Procedure

Overview

For use with SAS version 9.x for Windows.

Functional hierarchical linear models (FHLMs) extend mixed effects models, hierarchical linear models, and multilevel models by allowing both fixed effects and random effects (i.e. individual effects) in these models to vary over time. Li, Root and Shiffman (2006) proposed FHLMs for analysis of ecological momentary assessment (EMA) data collected in smoking cession study. This macro allows prevention scientists to graphically represent these complex relationships.

The SAS FHLM-LLR macro is provided as a supplement to the article:

Li, R., Root, T. & Shiffman, S. (2006). A local linear estimation procedure for functional multilevel modeling. In T. Walls & J. Schafer (Eds.), Models for intensive longitudinal data (pp. 63-83). New York, NY: Oxford University Press.

Downloads

  • %FHLMLLR (v. 1.1.0): Macro_FHLMLLR_110-1zs06wj.zip
  • Related Data File Used in Users' Guide Examples: FHLMLLRRelated-11ny7kv.zip
  • %FHLMLLR Users' Guide (v. 1.1.0): FHLMLLRManualv1-1-1m7na86.pdf

Recommended Citations

FHLM-LLR SAS Macro (Version 1.1.0) [Software]. (2010). University Park: The Methodology Center, Penn State.

Li, R., & Tan, X. (2011). SAS macro %FHLMLLR users' guide (Version 1.1.0). University Park: The Methodology Center, Penn State.

License

See LICENSE.txt

Items in this Work

User Activity Date
User Seth R Erickson has updated FHLM-LLR SAS Macro (v1.1.0) 2 months ago
User Aaron Thomas Wagner has updated FHLM-LLR SAS Macro (v1.1.0) 2 months ago
User Seth R Erickson has updated FHLM-LLR SAS Macro (v1.1.0) 3 months ago
User Seth R Erickson has attached README.txt to FHLM-LLR SAS Macro (v1.1.0) 3 months ago
User Seth R Erickson has attached Macro_FHLMLLR_110.zip to FHLM-LLR SAS Macro (v1.1.0) 3 months ago
User Seth R Erickson has attached LICENSE.txt to FHLM-LLR SAS Macro (v1.1.0) 3 months ago
User Seth R Erickson has attached FHLMLLRRelated.zip to FHLM-LLR SAS Macro (v1.1.0) 3 months ago
User Seth R Erickson has attached FHLMLLRManualv1-1.pdf to FHLM-LLR SAS Macro (v1.1.0) 3 months ago
User Seth R Erickson has deposited FHLM-LLR SAS Macro (v1.1.0) 3 months ago