Data-analytic approaches to regression problems, arising from many scientific disciplines are described in this book. The aim of these nonparametric methods is to relax assumptions on the form of a regression function and to let data search for a suitable function that describes the data well. The use of these nonparametric functions with parametric techniques can yield very powerful data analysis tools. Local polynomial modeling and its applications provides an up-to-date picture on state-of-the-art nonparametric regression techniques. The emphasis of the book is on methodologies rather than on theory, with a particular focus on applications of nonparametric techniques to various statistical problems. High-dimensional data-analytic tools are presented, and the book includes a variety of examples. This will be a valuable reference for research and applied statisticians, and will serve as a textbook for graduate students and others interested in nonparametric regression.
發表於2024-09-07
Local Polynomial Modelling and Its Applications 2024 pdf epub mobi 電子書 下載
剛開始讀。 因為想做large data方麵的東西 看書看paper總是看到非參方麵的技術, spline, kernel, wavelet等等,因為沒有修過這課,所以想補補。 朋友推薦瞭這一本,大概翻瞭一下念瞭兩章,覺得這書寫得淺顯易懂,語言流暢。是本小書,期待半個月能啃完。
評分剛開始讀。 因為想做large data方麵的東西 看書看paper總是看到非參方麵的技術, spline, kernel, wavelet等等,因為沒有修過這課,所以想補補。 朋友推薦瞭這一本,大概翻瞭一下念瞭兩章,覺得這書寫得淺顯易懂,語言流暢。是本小書,期待半個月能啃完。
評分剛開始讀。 因為想做large data方麵的東西 看書看paper總是看到非參方麵的技術, spline, kernel, wavelet等等,因為沒有修過這課,所以想補補。 朋友推薦瞭這一本,大概翻瞭一下念瞭兩章,覺得這書寫得淺顯易懂,語言流暢。是本小書,期待半個月能啃完。
評分剛開始讀。 因為想做large data方麵的東西 看書看paper總是看到非參方麵的技術, spline, kernel, wavelet等等,因為沒有修過這課,所以想補補。 朋友推薦瞭這一本,大概翻瞭一下念瞭兩章,覺得這書寫得淺顯易懂,語言流暢。是本小書,期待半個月能啃完。
評分剛開始讀。 因為想做large data方麵的東西 看書看paper總是看到非參方麵的技術, spline, kernel, wavelet等等,因為沒有修過這課,所以想補補。 朋友推薦瞭這一本,大概翻瞭一下念瞭兩章,覺得這書寫得淺顯易懂,語言流暢。是本小書,期待半個月能啃完。
圖書標籤: 統計 數學 Statistics 統計學 計量經濟學 學術
非常經典的非參教材
評分昨天講完瞭ch5。如釋重負。
評分昨天講完瞭ch5。如釋重負。
評分非常經典的非參教材
評分推導基本都有 挺好
Local Polynomial Modelling and Its Applications 2024 pdf epub mobi 電子書 下載