Найти книгу: "Models for Probability and Statistical Inference"

This concise, yet thorough, book is enhanced with simulations and graphs to build the intuition of readers Models for Probability and Statistical Inference was written over a five-year period and serves as a comprehensive treatment of the fundamentals of probability and statistical inference. With detailed theoretical coverage found throughout the book, readers acquire the fundamentals needed to advance to more specialized topics, such as sampling, linear models, design of experiments, statistical computing, survival analysis, and bootstrapping. Ideal as a textbook for a two-semester sequence on probability and statistical inference, early chapters provide coverage on probability and include discussions of: discrete models and random variables; discrete distributions including binomial, hypergeometric, geometric, and Poisson; continuous, normal, gamma, and conditional distributions; and limit theory. Since limit theory is usually the most difficult topic for readers to master, the author thoroughly discusses modes of convergence of sequences of random variables, with special attention to convergence in distribution. The second half of the book addresses statistical inference, beginning with a discussion on point estimation and followed by coverage of consistency and confidence intervals. Further areas of exploration include: distributions defined in terms of the multivariate normal, chi-square, t, and F (central and non-central); the one- and two-sample Wilcoxon test, together with methods of estimation based on both; linear models with a linear space-projection approach; and logistic regression. Each section contains a set of problems ranging in difficulty from simple to more complex, and selected answers as well as proofs to almost all statements are provided. An abundant amount of figures in addition to helpful simulations and graphs produced by the statistical package S-Plus(r) are included to help build the intuition of readers.

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».

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.