Ｒで潜在クラス分析 - bob3’s blog
以前書いたメモにトラックバックを頂戴しました。 id:kosugitti:20091203 本当にただのメモだったのでなんとも申し訳ない。 なのでお詫びに、lca() と poLCA() と randomLCA() の簡単な比較でもしてみましょう。 # 潜在クラス分析のパッケージいろいろ library(e1071) # lca() library(poLCA) # poLCA() library(randomLCA) # randomLCA() # 比較のために使うデータセット。poLCAパッケージに入っている。 data(carcinoma) それぞれの関数で同じデータを分析してbicを比べてみます。 まずは分析の実行。 # e1071パッケージのlca()の例 xx <- countpattern(carcinoma - 1) # lca()で分析できる形に変換 lca.bic <-
Example for a latent class analysis with the poLCA-package in R – ahoi data
When you work with R for some time, you really start to wonder why so many R packages have some kind of pun in their name. Intended or not, the poLCA package is one of them. Today i´ll give a glimpse on this package, which doesn´t have to do anything with dancing or nice dotted dresses. This article is kind of a draft and will be revised anytime. The „poLCA“-package has its name from „Polytomous L
Latent Class Analysis | Mplus Data Analysis Examples
Hypothetical Scenarios Example 1 You are interested in studying drinking behavior among adults. Rather than conceptualizing drinking behavior as a continuous variable, you conceptualize it as forming distinct categories or typologies. For example, you think that people fall into one of three different types: abstainers, social drinkers and alcoholics. Since you cannot directly measure what categor
Latent class analysis of personality disorders in adults with posttraumatic stress disorder: results from the National Epidemiologic Survey on Alcohol and Related Conditions - PubMed
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The association between latent depression subtypes and remission after treatment with citalopram: A latent class analysis with distal outcome - PubMed
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https://www.jstor.org/stable/2533043?seq=1
Microsoft PowerPoint - Overheads [Compatibility Mode]
Example 8.22: latent class modeling using randomLCA | R-bloggers
https://methodology.psu.edu/sites/default/files/software/bootstrapstata/LCA%20Bootstrap%20Stata%20Function%20UG%20v1.0.pdf
poLCA package - RDocumentation
randomLCA: Random Effects Latent Class Analysis
https://github.com/dlinzer/poLCA/blob/master/inst/doc/poLCA-manual-example.R
poLCA.entropy function - RDocumentation
Latent Class Analysis Software
SAS Procedures for Latent Class Analysis & Latent Transition Analysis – The Methodology Center
Mplus Discussion >> LCA with distal outcome?
http://www.restore.ac.uk/latentvariablemodels/workshopfiles/Latent%20Class%20Analaysis_Orla%20McBride/Course%20Presentation/Powerpoint%20slides%20-%20LCA%20workshop.pdf
Latent Class Analysis With Distal Outcomes: A Flexible Model-Based Approach
Multinomial Logit Latent‐Class Regression Models: An Analysis of the Predictors of Gender‐Role Attitudes among Japanese Women on JSTOR