Найти книгу: "Finite Mixture Models"

An up-to-date, comprehensive account of major issues in finite mixture modeling This volume provides an up-to-date account of the theory and applications of modeling via finite mixture distributions. With an emphasis on the applications of mixture models in both mainstream analysis and other areas such as unsupervised pattern recognition, speech recognition, and medical imaging, the book describes the formulations of the finite mixture approach, details its methodology, discusses aspects of its implementation, and illustrates its application in many common statistical contexts. Major issues discussed in this book include identifiability problems, actual fitting of finite mixtures through use of the EM algorithm, properties of the maximum likelihood estimators so obtained, assessment of the number of components to be used in the mixture, and the applicability of asymptotic theory in providing a basis for the solutions to some of these problems. The author also considers how the EM algorithm can be scaled to handle the fitting of mixture models to very large databases, as in data mining applications. This comprehensive, practical guide: * Provides more than 800 references-40% published since 1995 * Includes an appendix listing available mixture software * Links statistical literature with machine learning and pattern recognition literature * Contains more than 100 helpful graphs, charts, and tables Finite Mixture Models is an important resource for both applied and theoretical statisticians as well as for researchers in the many areas in which finite mixture models can be used to analyze data.

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».

Minnesota osariigis asuv Lake Edeni linnake on iga-aastase talvekarnevali ettevalmistustoode tuhinat tais ning Hannah Swensen peab vihtuma oma menukas kohvikus, Cookie Jaris, valmis terve kupsisemae. Kahju ainult, et ametliku talvekarnevali tordi valmistamise au oli langenud kuulsale elustiili eksperdile, Connie Macile, ja see oli Hannah’ arvates kull veidi nigel mote. Hannah kahtlustab, et Connie Mac on paljuski samasugune nagu need maiused, mida naine oma kaabeltelevisiooni kokasaates valmistab – magusad, ohulised ja horgutava valimusega, kuid toenaoliselt kibeda maitsega.Hannah’ kahtlused leiavad kinnitust, kui Connie Maci limusiin linna veereb. Ilmneb, et Kupsetav Kullake on kamandav, kergesti arrituv ja udini domineeriv. Viimane tilk langeb karikasse siis, kui Hannah saabub Cookie Jari ja leiab eest soestunud talvekarnevali tordi ning sahvris lebava Connie Maci, keda oli surmav look tabanud tapselt siis, kui ta oli napanud soomiseks uhe Hannah’ kuulsa mustikamuffini.Jargmisena teatab politsei, et sulgeb Hannah’ pagaritookojale ligipaasu, kuna tegu on kuriteopaigaga. Hannah on ilma ahjudeta pagar ja talvekarneval on kohe-kohe algamas. Hannah ainsaks voimaluseks on haududa valmis plaan oma pagariari paastmiseks – paljastada ise tapja…Sisaldab seitse originaalset kupsise- ja magustoiduretsepti, mida proovida!