{"product_id":"statistics-and-probability-with-applications-for-engineers-and-scientists-9781118464045","title":"Statistics and Probability with Applications for Engineers and Scientists","description":"\u003cp\u003eIntroducing the tools of statistics and probability from the ground up  An understanding of statistical tools is essential for engineers and scientists who often need to deal with data analysis over the course of their work. Statistics and Probability with Applications for Engineers and Scientists walks readers through a wide range of popular statistical techniques  explaining step-by-step how to generate  analyze  and interpret data for diverse applications in engineering and the natural sciences. Unique among books of this kind  Statistics and Probability with Applications for Engineers and Scientists covers descriptive statistics first  then goes on to discuss the fundamentals of probability theory. Along with case studies  examples  and real-world data sets  the book incorporates clear instructions on how to use the statistical packages Minitab and Microsoft Office Excel to analyze various data sets. The book also features:  Detailed discussions on sampling distributions  statistical estimation of population parameters  hypothesis testing  reliability theory  statistical quality control including Phase I and Phase II control charts  and process capability indices   A clear presentation of nonparametric methods and simple and multiple linear regression methods  as well as a brief discussion on logistic regression method   Comprehensive guidance on the design of experiments  including randomized block designs  one- and two-way layout designs  Latin square designs  random effects and mixed effects models  factorial and fractional factorial designs  and response surface methodology   A companion website containing data sets for Minitab and Microsoft Office Excel  as well as JMP  routines and results Assuming no background in probability and statistics  Statistics and Probability with Applications for Engineers and Scientists features a unique  yet tried-and-true  approach that is ideal for all undergraduate students as well as statistical practitioners who analyze and illustrate real-world data in engineering and the natural sciences.\u003c\/p\u003e","brand":"My Store","offers":[{"title":"Default Title","offer_id":45651621642293,"sku":"ByrdShop_1118464044","price":136.07,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0627\/8139\/0901\/files\/9781118464045.jpg?v=1781836538","url":"https:\/\/atxbooks.com\/products\/statistics-and-probability-with-applications-for-engineers-and-scientists-9781118464045","provider":"ATX Books","version":"1.0","type":"link"}