Hakutulokset: Sarja Statistics and Computing
yhteensä 57 hakutulosta
The Grammar of Graphics
Preface to First Edition Before writing the graphics for SYSTAT in the 1980’s, I began by teaching a seminar in statistical graphics and collecting as many different quantitative …
Applied Statistical Learning
This textbook provides an accessible overview of statistical learning methods and techniques, and includes case studies using the statistical software Stata. After introductory …
Applied Time Series Analysis and Forecasting with Python
This textbook presents methods and techniques for time series analysis and forecasting and shows how to use Python to implement them and solve data science problems. It covers not …
Introductory Statistics with R
This book provides an elementary-level introduction to R, targeting both non-statistician scientists in various fields and students of statistics. The main mode of presentation is …
Evolutionary Statistical Procedures
This proposed text appears to be a good introduction to evolutionary computation for use in applied statistics research. The authors draw from a vast base of knowledge about the …
Fundamentals of Supervised Machine Learning
This book presents the fundamental theoretical notions of supervised machine learning along with a wide range of applications using Python, R, and Stata. It provides a balance …
Visualization and Imputation of Missing Values
This book explores visualization and imputation techniques for missing values and presents practical applications using the statistical software R. It explains the concepts of …
Numerical Analysis for Statisticians
Every advance in computer architecture and software tempts statisticians to tackle numerically harder problems. To do so intelligently requires a good working knowledge of …
Applied Quantitative Finance
This volume provides practical solutions and introduces recent theoretical developments in risk management, pricing of credit derivatives, quantification of volatility and copula …
SAS for Data Analysis
This book is intended for use as the textbook in a second course in applied statistics that covers topics in multiple regression and analysis of variance at an intermediate level. …
Independent Random Sampling Methods
This book systematically addresses the design and analysis of efficient techniques for independent random sampling. Both general-purpose approaches, which can be used to generate …
An Introduction to Statistics with Python
This textbook provides an introduction to the free software Python and its use for statistical data analysis. It covers common statistical tests for continuous, discrete and …