Spatial Predictive Modelling With R

Description: Please refer to the section BELOW (and NOT ABOVE) this line for the product details - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - Title:Spatial Predictive Modelling With RISBN13:9780367550547ISBN10:0367550547Author:Li, Jin (Author)Description:Spatial Predictive Modeling (Spm) Is An Emerging Discipline In Applied Sciences, Playing A Key Role In The Generation Of Spatial Predictions In Various Disciplines Spm Refers To Preparing Relevant Data, Developing Optimal Predictive Models Based On Point Data, And Then Generating Spatial Predictions This Book Aims To Systematically Introduce The Entire Process Of Spm As A Discipline The Process Contains Data Acquisition, Spatial Predictive Methods And Variable Selection, Parameter Optimization, Accuracy Assessment, And The Generation And Visualization Of Spatial Predictions, Where Spatial Predictive Methods Are From Geostatistics, Modern Statistics, And Machine Learning The Key Features Of This Book Are: -Systematically Introducing Major Components Of Spm Process -Novel Hybrid Methods (228 Hybrids Plus Numerous Variants) Of Modern Statistical Methods Or Machine Learning Methods With Mathematical Andor Univariate Geostatistical Methods -Novel Predictive Accuracy-Based Variable Selection Techniques For Spatial Predictive Methods -Predictive Accuracy-Based Parametermodel Optimization -Reproducible Examples For Spm Of Various Data Types In R This Book Provides Guidelines, Recommendations, And Reproducible Examples For Developing Optimal Predictive Models By Considering Various Components And Associated Factors For Quality-Improved Spatial Predictions It Provides Valuable Tools For Researchers, Modelers, And University Students Not Only In Spm Field But Also In Other Predictive Modeling Fields Dr Li Has Produced Over 100 Various Publications In Spatial Predictive Modelling, Statistical Computing, Ecological And Environmental Modelling, And Ecology, Developed A Number Of Hybrid Methods For Spm, And Published Four R Packages For Variable Selections As Well As Spm Binding:Hardcover, HardcoverPublisher:CRC PressPublication Date:2022-01-31Weight:0 lbsDimensions:Number of Pages:416Language:English

Price: 145.79 USD

Location: USA

End Time: 2024-11-22T02:07:12.000Z

Shipping Cost: 0 USD