{"product_id":"statistical-methods-for-handling-incomplete-jae-kwang-kim-9780367280543","title":"Statistical Methods for Handling Incomplete Data","description":"\u003cp\u003eDue to recent theoretical findings and advances in statistical computing, there has been a rapid development of techniques and applications in the area of missing data analysis. \u003cb\u003eStatistical Methods for Handling Incomplete Data\u003c\/b\u003e covers the most up-to-date statistical theories and computational methods for analyzing incomplete data.\u003c\/p\u003e \u003cp\u003e　\u003c\/p\u003e\u003cb\u003e \u003c\/b\u003e\u003cp\u003eFeatures\u003c\/p\u003e \u003cul\u003e \u003cp\u003e \u003c\/p\u003e\n\u003cli\u003eUses the mean score equation as a building block for developing the theory for missing data analysis \u003c\/li\u003e \u003cp\u003e\u003c\/p\u003e \u003cp\u003e \u003c\/p\u003e\n\u003cli\u003eProvides comprehensive coverage of computational techniques for missing data analysis \u003c\/li\u003e \u003cp\u003e\u003c\/p\u003e \u003cp\u003e \u003c\/p\u003e\n\u003cli\u003ePresents a rigorous treatment of imputation techniques, including multiple imputation fractional imputation \u003c\/li\u003e \u003cp\u003e\u003c\/p\u003e \u003cp\u003e \u003c\/p\u003e\n\u003cli\u003eExplores the most recent advances of the propensity score method and estimation techniques for nonignorable missing data \u003c\/li\u003e \u003cp\u003e\u003c\/p\u003e \u003cp\u003e \u003c\/p\u003e\n\u003cli\u003eDescribes a survey sampling application \u003c\/li\u003e \u003cp\u003e\u003c\/p\u003e \u003cp\u003e \u003c\/p\u003e\n\u003cli\u003eUpdated with a new chapter on Data Integration\u003c\/li\u003e \u003cp\u003e\u003c\/p\u003e \u003cp\u003e \u003c\/p\u003e\n\u003cli\u003eNow includes a chapter on Advanced Topics, including kernel ridge regression imputation and neural network model imputation \u003c\/li\u003e \u003cp\u003e\u003c\/p\u003e\n\u003c\/ul\u003e \u003cp\u003eThe book is primarily aimed at researchers and graduate students from statistics, and could be used as a reference by applied researchers with a good quantitative background. It includes many real data examples and simulated examples to help readers understand the methodologies.\u003c\/p\u003e \u003cp\u003e\u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Jae Kwang Kim, Jun Shao\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 036728054X\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9780367280543\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e CRC Press\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 11\/19\/2021\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 380\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Hardcover\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 1.56lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.21h x 6.14w x 0.88d","brand":"Jae Kwang Kim","offers":[{"title":"Hardcover","offer_id":43988524335359,"sku":"9780367280543","price":130.0,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_2f89cefd-ee59-4e50-8425-b0a8c091aaa6.jpg?v=1683294938","url":"https:\/\/www.whiterainbookhouse.com\/products\/statistical-methods-for-handling-incomplete-jae-kwang-kim-9780367280543","provider":"WR Book House","version":"1.0","type":"link"}