Найти книгу: "Mixed Models"

Praise for the First Edition “This book will serve to greatly complement the growing number of texts dealing with mixed models, and I highly recommend including it in one’s personal library.” —Journal of the American Statistical Association Mixed modeling is a crucial area of statistics, enabling the analysis of clustered and longitudinal data. Mixed Models: Theory and Applications with R, Second Edition fills a gap in existing literature between mathematical and applied statistical books by presenting a powerful examination of mixed model theory and application with special attention given to the implementation in R. The new edition provides in-depth mathematical coverage of mixed models’ statistical properties and numerical algorithms, as well as nontraditional applications, such as regrowth curves, shapes, and images. The book features the latest topics in statistics including modeling of complex clustered or longitudinal data, modeling data with multiple sources of variation, modeling biological variety and heterogeneity, Healthy Akaike Information Criterion (HAIC), parameter multidimensionality, and statistics of image processing. Mixed Models: Theory and Applications with R, Second Edition features unique applications of mixed model methodology, as well as: Comprehensive theoretical discussions illustrated by examples and figures Over 300 exercises, end-of-section problems, updated data sets, and R subroutines Problems and extended projects requiring simulations in R intended to reinforce material Summaries of major results and general points of discussion at the end of each chapter Open problems in mixed modeling methodology, which can be used as the basis for research or PhD dissertations Ideal for graduate-level courses in mixed statistical modeling, the book is also an excellent reference for professionals in a range of fields, including cancer research, computer science, and engineering.

Content

Actions in emergency situations

• Engine overheating actions
• Starting the engine from the battery of another car
• Fuse replacement
• Wheel replacement
• Towing a car

Daily checks and troubleshooting Instruction manual

• General information
• Locking and unlocking locks
• Seats and seat belts
• Instruments and controls

Precautions and safety rules when working on a car Basic tools, measuring instruments and methods of working with them

• Basic set of necessary tools
• Methods of working with measuring devices

Engine

• Technical specifications
• Petrol engines in volume of 1.3 l and 1.5 l (135)
• The petrol engine in volume of 1.5 l (4G1)
• The petrol engine in volume of 1.1 l (134)
• The diesel engine in volume of 1.5 l (639)
• Appendix to chapter

Power system

• Technical specifications
• Petrol engines in volume of 1.3 l and 1.5 l (135)
• The petrol engine in volume of 1.5 l (4G1)
• The diesel engine in volume of 1.5 l (639)
• Fuel supply system
• Appendix to chapter

Lubrication system

• Gasoline engines in volume of 1.3 l, 1.5 l (135) and 1.1 l (134)
• The petrol engine in volume of 1.5 l (4G1)
• The diesel engine in volume of 1.5 l (639)

Cooling system

• Technical specifications
• Basic work
• Thermostat
• Water pump
• Radiator

The intake and exhaust system

• Technical specifications
• Gasoline engines in volume of 1.3 l, 1.5 l (135) and 1.1 l (134)
• The petrol engine in volume of 1.5 l (4G1)
• The diesel engine in volume of 1.5 l (639)

Transmission

• Technical specifications
• Clutch
• Manual transmission
• Automatic transmission
• Appendix to chapter

Power shafts

• Technical specifications
• Removing and installing
• Disassembly and assembly
• Appendix to chapter

Chassis

• Technical specifications
• Front suspension
• Rear suspension
• Wheels and tires
• Appendix to chapter

Brake system

• Technical specifications
• Hydraulic drive
• Front brakes
• Rear brakes
• Parking brake
• Appendix to chapter

Steering

• Technical specifications
• Steering service
• Steering wheel and steering column
• Steering gear
• Appendix to chapter

Body

• Exterior
• Interior
• Doors
• Glasses
• Luke
• Body dimensions
• Appendix to chapter

Passive safety system

• Description
• Seat belts
• Airbags
• Disposing of system elements

Ventilation, air conditioning and heating system

• Technical specifications
• Heater and ventilation system
• Air conditioning (climate control)

Electrical equipment

• Starting system
• Charging system
• Ignition system (petrol)
• Preheating system (diesel)
• Headlamps
• Audio system

Electroschemes Explanatory dictionary

• Abbreviations

Полный вариант заголовка: «Models of letters : for the use od schools and private students : being an epitome of the large 8 volume, entitled, Elegant epistles : and containig Select letters from the best English authors : with many translated from the French, which have never appeared in any miscellaneous collection».

Use big data analytics to efficiently drive oil and gas exploration and production Harness Oil and Gas Big Data with Analytics provides a complete view of big data and analytics techniques as they are applied to the oil and gas industry. Including a compendium of specific case studies, the book underscores the acute need for optimization in the oil and gas exploration and production stages and shows how data analytics can provide such optimization. This spans exploration, development, production and rejuvenation of oil and gas assets. The book serves as a guide for fully leveraging data, statistical, and quantitative analysis, exploratory and predictive modeling, and fact-based management to drive decision making in oil and gas operations. This comprehensive resource delves into the three major issues that face the oil and gas industry during the exploration and production stages: Data management, including storing massive quantities of data in a manner conducive to analysis and effectively retrieving, backing up, and purging data Quantification of uncertainty, including a look at the statistical and data analytics methods for making predictions and determining the certainty of those predictions Risk assessment, including predictive analysis of the likelihood that known risks are realized and how to properly deal with unknown risks Covering the major issues facing the oil and gas industry in the exploration and production stages, Harness Big Data with Analytics reveals how to model big data to realize efficiencies and business benefits.

Learn the Genius tips and tricks that will make your iPad even better – now updated for iPad Air 2 and iPad mini 3! iPad Portable Genius is a practical, easy to read guide to getting the most out of your iPad. Written in a clear, no-nonsense style, this full-color resource describes the tips and tricks you may not discover on your own. You'll find helpful information about the most commonly used features, along with techniques that can help you do better things faster. Genius icons throughout the text highlight smarter ways to get things done, and plenty of screenshots provide visual examples of the techniques described. With coverage of the latest iOS and the newer-generation iPad Air and iPad mini, this book is a handy reference for any iPad user. Apple's iPad is unrivaled as the industry leader. Each generation of the iPad includes even more features than before, and the app store offers a world of ways to further customize your iPad to suit your needs. iPad Portable Genius gives you the fundamental skills that not only enhance your current iPad use, but also carry over into upgrades, new apps and the underlying techniques that can help you make the most of the iOS. Learn to: Find your way around iPad Air 2, iPad mini 3, and older models of the iPad and iPad mini Connect to a network and sync your apps, photos, music, and more Organize your contacts and track your appointments Get more out of e-mail, audio, video, and Web surfing Configure your iPad, download apps, and troubleshoot when things go wrong You've got the most coveted tablet on the market—don't you want to see what it can do? If you're only using your iPad for e-mail and the Internet, you haven't even scratched the surface. iPad Portable Genius is your handy guide to full iPad functionality.