Скачать книгу - Foundations of Linear and Generalized Linear Models
A valuable overview of the most important ideas and results in statistical modeling Written by a highly-experienced author, Foundations of Linear and Generalized Linear Models is a clear and comprehensive guide to the key concepts and results of linearstatistical models. The book presents a broad, in-depth overview of the most commonly usedstatistical models by discussing the theory underlying the models, R software applications,and examples with crafted models to elucidate key ideas and promote practical modelbuilding. The book begins by illustrating the fundamentals of linear models, such as how the model-fitting projects the data onto a model vector subspace and how orthogonal decompositions of the data yield information about the effects of explanatory variables. Subsequently, the book covers the most popular generalized linear models, which include binomial and multinomial logistic regression for categorical data, and Poisson and negative binomial loglinear models for count data. Focusing on the theoretical underpinnings of these models, Foundations ofLinear and Generalized Linear Models also features: An introduction to quasi-likelihood methods that require weaker distributional assumptions, such as generalized estimating equation methods An overview of linear mixed models and generalized linear mixed models with random effects for clustered correlated data, Bayesian modeling, and extensions to handle problematic cases such as high dimensional problems Numerous examples that use R software for all text data analyses More than 400 exercises for readers to practice and extend the theory, methods, and data analysis A supplementary website with datasets for the examples and exercises An invaluable textbook for upper-undergraduate and graduate-level students in statistics and biostatistics courses, Foundations of Linear and Generalized Linear Models is also an excellent reference for practicing statisticians and biostatisticians, as well as anyone who is interested in learning about the most important statistical models for analyzing data.


Mitsubishi Colt / Mitsubishi Colt CZ3 / Mitsubishi Colt CZT from 2004 to 2008 (+ RHD models from 2002), book repair in eBook Mitsubishi Colt / Mitsubishi Colt CZ3 / Mitsubishi Colt CZT from 2004 to 2008 (+ RHD models from 2002), book repair in eBook

Автор: Монолит

Год издания: 

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


Models of letters for the use of schools and private students Models of letters for the use of schools and private students

Автор: Группа авторов

Год издания: 

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».


Foundations of Economics Foundations of Economics

Автор: В. Перчаткина

Год издания: 

Пособие соответствует государственному образовательному стандарту дисциплины «Иностранный язык». Содержит следующие разделы: тексты по экономической специальности на английском языке; систему языковых и лингвистических упражнений, словарь перед каждым текстом для облегчения понимания прочитанного и расширения словарного запаса студентов.


Mivar NETs and logical inference with the linear complexity Mivar NETs and logical inference with the linear complexity

Автор: Олег Варламов

Год издания: 

MIVAR: Transition from Productions to Bipartite Graphs MIVAR Nets and Practical Realization of Automated Constructor of Algorithms Handling More than Three Million Production Rules. The theoretical transition from the graphs of production systems to the bipartite graphs of the MIVAR nets is shown. Examples of the implementation of the MIVAR nets in the formalisms of matrixes and graphs are given. The linear computational complexity of algorithms for automated building of objects and rules of the MIVAR nets is theoretically proved. On the basis of the MIVAR nets the UDAV software complex is developed, handling more than 1.17 million objects and more than 3.5 million rules on ordinary computers. The results of experiments that confirm a linear computational complexity of the MIVAR method of information processing are given.


The Foundations of the Origin of Species The Foundations of the Origin of Species

Автор: Чарльз Дарвин

Год издания: