Handbook of Statistical Distributions with Applications
暫譯: 統計分佈應用手冊
Krishnamoorthy, K.
- 出版商: CRC
- 出版日期: 2020-09-30
- 售價: $2,480
- 貴賓價: 9.5 折 $2,356
- 語言: 英文
- 頁數: 398
- 裝訂: Quality Paper - also called trade paper
- ISBN: 0367658704
- ISBN-13: 9780367658700
海外代購書籍(需單獨結帳)
商品描述
Easy-to-Use Reference and Software for Statistical Modeling and Testing
Handbook of Statistical Distributions with Applications, Second Edition provides quick access to common and specialized probability distributions for modeling practical problems and performing statistical calculations. Along with many new examples and results, this edition includes both the author's StatCalc software and R codes to accurately and easily carry out computations.
New to the Second Edition
- Major changes in binomial, Poisson, normal, gamma, Weibull, exponential, logistic, Laplace, and Pareto distributions
- Updated statistical tests and intervals based on recent publications in statistical journals
- Enhanced PC calculator StatCalc with electronic help manuals
- R functions for cases where StatCalc is not applicable, with the codes available online
This highly praised handbook integrates popular probability distribution models, formulas, applications, and software to help you compute a variety of statistical intervals. It covers probability and percentiles, algorithms for random number generation, hypothesis tests, confidence intervals, tolerance intervals, prediction intervals, sample size determination, and much more.
商品描述(中文翻譯)
易於使用的統計建模與測試參考書籍及軟體
統計分佈手冊及其應用（第二版） 提供了常見及專門的機率分佈的快速查詢，以便於建模實際問題和進行統計計算。這一版除了包含許多新的範例和結果外，還包括作者的 StatCalc 軟體和 R 語言代碼，以準確且輕鬆地進行計算。
第二版的新內容
- 對二項分佈、泊松分佈、常態分佈、伽瑪分佈、韋伯分佈、指數分佈、邏輯斯特分佈、拉普拉斯分佈和帕累托分佈進行了重大更改
- 根據最近的統計期刊出版物更新了統計檢定和區間
- 增強了 PC 計算器 StatCalc，並提供電子幫助手冊
- 提供 R 函數以應對 StatCalc 不適用的情況，代碼可在線獲取
這本備受讚譽的手冊整合了流行的機率分佈模型、公式、應用和軟體，幫助您計算各種統計區間。內容涵蓋機率和百分位數、隨機數生成算法、假設檢定、信賴區間、容忍區間、預測區間、樣本大小確定等多個主題。
作者簡介
Kalimuthu Krishnamoorthy, Ph.D., is a professor of statistics and SLEMCO Professor of Science at the University of Louisiana at Lafayette. He is an elected fellow of the American Statistical Association and an associate editor of Communications in Statistics. He has published more than 100 articles relating to small sample inference, multivariate analysis, fiducial inference, and statistical methods for exposure data analysis.
作者簡介(中文翻譯)
Kalimuthu Krishnamoorthy，博士，是路易斯安那州立大學拉法葉分校的統計學教授及SLEMCO科學教授。他是美國統計學會的當選會士，也是Communications in Statistics的副編輯。他已發表超過100篇與小樣本推斷、多變量分析、信賴推斷及暴露數據分析的統計方法相關的文章。
