This classic book provides a rigorous introduction to basic probability theory and statistical inference that is motivated by interesting, relevant applications. It assumes readers have a background in calculus, and offers a unique balance of theory and methodology. Chapter topics cover an introduction to statistics and data analysis, probability, random variables and probability distributions, mathematical expectation, some discrete probability distributions, some continuous probability distributions, functions of random variables, fundamental sampling distributions and data descriptions, one- and two-sample estimation problems, one- and two-sample tests of hypotheses, simple linear regression and correlation, multiple linear regression and certain nonlinear regression models, one factor experiments: general, factorial experiments (two or more factors), 2k factorial experiments and fractions, nonparametric statistics, and statistical quality control. For individuals trying to apply statistical concepts to real-life, and analyze and interpret data.
This was a really complete book. It takes a little bit to get used to its style, but the language is clear and the content is also well-organized. It took months to read, but only because there were so many things covered. I decided not to skip the chapters I did not immediately need because I was afraid it would be in that case impossible to follow and understand things, but I believe it should be possible with a little bit of effort to skip the chapters you deem not urgent and get straight to the topic.
I have the 1972 edition of the text with this title credited to just Walpole and Myers. It was my mother's textbook at Purdue circa 1975. It starts with a fairly rigorous mathematical treatment of the basics and shifts after chapter 5 or so to be more of the cookbook style of stats text. Goes far deeper than my old stats text or anything else I personally have read. It cites Hogg and Craig, another book that happened to be in my parents' basement, as one possible place to go deeper, so I'm curious to delve into that one.
gila nih buku, kayaknya cukup nguasain satu buku ini aja sebagai buku statistik dasar di ITB, lu dah bisa poci2 nyari duit kemana2..lu gak usah belajar statistik advanced. buku ini aja cukup ampuh buat proyek2 riset sosial terutama tuh yang kebanyakan proyek yang ditawarin gak perlu statistik tingkat tinggi...sayangnya gw dulu dapet C hahahaha, payah deh..makanya belajar duongggg say!
In mathematics, Buffon's needle problem is a question first posed in the 18th century by Georges-Louis Leclerc, Comte de Buffon. Who knew you could derive pi as a probability. Fascinating.