Kategoria BISAC: Science >> Life Sciences - General

This open access book offers an introduction to mixed generalized linear models with applications to the biological sciences, basically approached from an applications perspective, without neglecting the rigor of the theory. For this reason, the theory that supports each of the studied methods is addressed and later - through examples - its application is illustrated. In addition, some of the assumptions and shortcomings of linear statistical models in general are also discussed.

An alternative to analyse non-normal distributed response variables is the use of generalized...

This open access book offers an introduction to mixed generalized linear models with applications to the biological sciences, basically approached from an applications perspective, without neglecting the rigor of the theory. For this reason, the theory that supports each of the studied methods is addressed and later - through examples - its application is illustrated. In addition, some of the assumptions and shortcomings of linear statistical models in general are also discussed.

An alternative to analyse non-normal distributed response variables is the use of generalized...

IBM (international business machines) has published in its SPSS statistical software 2022 update a very important novel regression method entitled Kernel Ridge Regression (KRR). It is an extension of the currently available regression methods, and is suitable for pattern recognition in high dimensional data, particularly, when alternative methods fail. Its theoretical advantages are plenty and include the

• kernel trick for reduced arithmetic complexity,
• estimation of uncertainty by Gaussians unlike histograms,
• corrected data-overfit by ridge...

Increasing human population pressure, especially in developing countries, indicates a massive increase in the consumption of livestock products. Fodder crops are the primary and cheapest source of feed for livestock, but feed shortages or poor-quality fodder are particular constraints to the world's livestock sector. These shortages affect milk production, adult and calf health, calving rates, and livestock numbers. Summer crops including cereal, legume, grass, and tree fodder, provide an economical source of nutrients suitable for animal health as well as improve their breeding...