{"product_id":"statistical-methods-for-handling-incomplete-data","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\u003eFeatures\u003c\/p\u003e\u003cul\u003e \u003cp\u003e \u003c\/p\u003e \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 \u003cli\u003eProvides comprehensive coverage of computational techniques for missing data analysis \u003c\/li\u003e \u003cp\u003e \u003c\/p\u003e \u003cli\u003ePresents a rigorous treatment of imputation techniques, including multiple imputation fractional imputation \u003c\/li\u003e \u003cp\u003e \u003c\/p\u003e \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 \u003cli\u003eDescribes a survey sampling application \u003c\/li\u003e \u003cp\u003e \u003c\/p\u003e \u003cli\u003eUpdated with a new chapter on Data Integration\u003c\/li\u003e \u003cp\u003e \u003c\/p\u003e \u003cli\u003eNow includes a chapter on Advanced Topics, including kernel ridge regression imputation and neural network model imputation \u003c\/li\u003e \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","brand":"Taylor \u0026 Francis","offers":[{"title":"Default Title","offer_id":45588497170670,"sku":"9781032118130","price":82.44,"currency_code":"AUD","in_stock":true}],"url":"https:\/\/bookland.com.au\/products\/statistical-methods-for-handling-incomplete-data","provider":"Book Land AU","version":"1.0","type":"link"}