Applications of discrete factor analysis

Sammanfattning

A recently proposed method for factor analysis of discrete data is extended to better handle overdispersion. Three empirical examples from veterinary sciences, musicology and agriculture are investigated, involving true count data as well as ordinal data. Comparisons are made with results from related statistical techniques, e.g., principal component analysis.

Nyckelord

Poisson distribution; Negative binomial distribution; Model selection

Publicerad i

Communications in Statistics - Simulation and Computation
2023, volym: 52, nummer: 10, sidor: 4592-4602
Utgivare: TAYLOR AND FRANCIS INC

SLU författare

• Rydén, Jesper

  • Institutionen för energi och teknik, Sveriges lantbruksuniversitet
    

UKÄ forskningsämne

Sannolikhetsteori och statistik

Publikationens identifierare

• DOI: https://doi.org/10.1080/03610918.2021.1964528

Permanent länk till denna sida (URI)

https://res.slu.se/id/publ/113422