Книга Левицки и Хилла по методам и применению статистики (719
страниц) основана на университетских курсах по статистике, состоит
из 42 частей; она охватывает очень широкий круг применения, включая
лабораторные исследования, бизнес-статистику и прогноз, социальную
статистику и исследования методом опроса, сбор данных, инженерию и
контроль качества, а также множество других сфер.
This book offers training in the understanding and application of statistics and is based on many years of teaching undergraduate and graduate statistics courses and covers a wide variety of applications, including laboratory research (biomedical, agricultural, etc. ), business statistics and forecasting, social science statistics and survey research, data mining, engineering and quality control applications, and many others.
Chapters:
Elementary concepts.
Basic statistics.
ANOVA.
Classification trees.
Cluster Analysis.
Data mining techniques.
Discriminant function analysis.
Distribution fitting.
Experimental design (Industrial DOE).
Factor analysis.
Multiple regression.
Log-linear analysis.
Neural networks.
Process analysis.
Quality control charts.
GDA, GLM, GAM, GLZ, GRM, and other.
Hill, T. and Lewicki, P., (2007), "Statistics methods and applications",StatSoft, Tulsa, OK, - 719 р.
This book offers training in the understanding and application of statistics and is based on many years of teaching undergraduate and graduate statistics courses and covers a wide variety of applications, including laboratory research (biomedical, agricultural, etc. ), business statistics and forecasting, social science statistics and survey research, data mining, engineering and quality control applications, and many others.
Chapters:
Elementary concepts.
Basic statistics.
ANOVA.
Classification trees.
Cluster Analysis.
Data mining techniques.
Discriminant function analysis.
Distribution fitting.
Experimental design (Industrial DOE).
Factor analysis.
Multiple regression.
Log-linear analysis.
Neural networks.
Process analysis.
Quality control charts.
GDA, GLM, GAM, GLZ, GRM, and other.
Hill, T. and Lewicki, P., (2007), "Statistics methods and applications",StatSoft, Tulsa, OK, - 719 р.