Statistics
| Permalink: | http://skupni.nsk.hr/Record/fer.KOHA-OAI-FER:38151/TOC |
|---|---|
| Glavni autor: | Hill, Thomas, 1948- (-) |
| Ostali autori: | Lewicki, Paweł (-) |
| Vrsta građe: | Knjiga |
| Jezik: | eng |
| Impresum: |
Tulsa, OK :
StatSoft,
c2006.
|
| Predmet: |
Sadržaj:
- Elementary concepts in statistics
- Basic statistics and tables
- ANOVA/MANOVA
- Association rules
- Boosting trees
- Canonical analysis
- CHAID analysis
- Classification and regression trees (CART)
- Classification trees
- Cluster analysis
- Correspondence analysis
- Data mining techniques
- Discriminant function analysis
- Distribution fitting
- Experimental design (Industrial DOE)
- Factor analysis and principal components
- General discriminant analysis (GDA)
- General linear models (GLM)
- General regression models (GRM)
- Generalized additive models (GAM)
- Generalized linear/nonlinear models (GLZ)
- Log linear analysis of frequency tables
- Machine learning
- Multivariate adaptive regression splines (MARSplines)
- Multidimensional scaling (MDS)
- Multiple linear regression
- Neural networks
- Nonlinear estimation
- Nonparametric statistics
- Partial least squares (PLS)
- Power analysis
- Process analysis
- Quality control charts
- Reliabilty/item analysis
- Structural equation modeling
- Survival/failure time analysis
- Text mining
- Time series/forecasting
- Variance components and mixed model ANOVA/ANCOVA.