The P-40 was a dependable warhorse that provided valuable service throughout World War II. The earliest operational variants were used to great effect by the famous 'Flying Tigers' in China, and the P-40 went on to serve in almost every theatre of the war. Modellers are well served with P-40 variants from major manufacturers and after-market companies, and this book helps make the most of the products available. The projects featured in clear step-by-step detail include a 1/32 'Flying Tiger' P-40B, an RAAF Kittyhawk Mk.IV in 1/48, a TP-40N two-seat trainer in 1/48 and an RAF Desert Kittyhawk in 1/72 scale. Superb colour reference photographs and detailed lists of kits and accessories available round off this authoritative treatment.
The P-40 was a dependable warhorse that provided valuable service throughout World War II. The earliest operational variants were used to great effect by the famous 'Flying Tigers' in China, and the P-40 went on to serve in almost every theatre of the war. Modellers are well served with P-40 variants from major manufacturers and after-market companies, and this book helps make the most of the products available. The projects featured in clear step-by-step detail include a 1/32 'Flying Tiger' P-40B, an RAAF Kittyhawk Mk.IV in 1/48, a TP-40N two-seat trainer in 1/48 and an RAF Desert Kittyhawk in 1/72 scale. Superb colour reference photographs and detailed lists of kits and accessories available round off this authoritative treatment.
The Curtiss P-40 had a production run of 13,738 aircraft, making it the third most produced US fighter of WWII. Famous as the "shark-mouthed" aircraft of the legendary American Volunteer Group -- "Flying Tigers" -- the P-40 was first flown in 1938, and was used by the United States and many of its Allies throughout the war. This volume tells the story of this iconic aircraft -- from design and construction to combat use to detailed images of existing examplesthrough carefully researched photos, some of which have never before been published, and which are reproduced in remarkable clarity. These stunning photos, coupled with descriptive and informative captions, put the reader in the skies with this historic aircraft.
The Grumman Goose was developed to satisfy the needs of 10 businessmen who wanted a modern replacement for the Loening Air Yacht and Commuter amphibians. On 3 of July 1937, just 35 day after first flight the first Goose was delivered for the price of $60,000. This book talks about the many uses for the Goose. From Patrol to Hydrofoil test aircraf
This report describes a new set of standard fire behavior fuel models for use with Rothermels surface fire spread model and the relationship of the new set to the original set of 13 fire behavior fuel models. To assist with transition to using the new fuel models, a fuel model selection guide, fuel model crosswalk, and set of fuel model photos are provided.
Eagle Files 4 supplements the histories and biographies that have been published on the American Volunteer Group. This title includes extensive pilot interviews, reference material and use of rare, original photographs. The aircraft illustrations are among the most accurate yet produced.
Theory of Modeling and Simulation: Discrete Event & Iterative System Computational Foundations, Third Edition, continues the legacy of this authoritative and complete theoretical work. It is ideal for graduate and PhD students and working engineers interested in posing and solving problems using the tools of logico-mathematical modeling and computer simulation. Continuing its emphasis on the integration of discrete event and continuous modeling approaches, the work focuses light on DEVS and its potential to support the co-existence and interoperation of multiple formalisms in model components. New sections in this updated edition include discussions on important new extensions to theory, including chapter-length coverage of iterative system specification and DEVS and their fundamental importance, closure under coupling for iteratively specified systems, existence, uniqueness, non-deterministic conditions, and temporal progressiveness (legitimacy). - Presents a 40% revised and expanded new edition of this classic book with many important post-2000 extensions to core theory - Provides a streamlined introduction to Discrete Event System Specification (DEVS) formalism for modeling and simulation - Packages all the "need-to-know" information on DEVS formalism in one place - Expanded to include an online ancillary package, including numerous examples of theory and implementation in DEVS-based software, student solutions and instructors manual
The first USAAF fighters to engage the Japanese in World War 2, a handful of P-40s rose to defend Pearl Harbor from attack on the morning of 7 December 1941. Warhawk units were also heavily involved in the ill-fated fight to stem invading Japanese forces in the Philippines and Java between December 1941 and April 1942 and again in the Gilbert and Marshall Islands between January 1943 and March 1944. This book examines The Warhawk's wartime exploits and all of its aces including 'aces-in-a-day' Mel Wheadon and Joe Lesika.
This book is about making machine learning models and their decisions interpretable. After exploring the concepts of interpretability, you will learn about simple, interpretable models such as decision trees, decision rules and linear regression. Later chapters focus on general model-agnostic methods for interpreting black box models like feature importance and accumulated local effects and explaining individual predictions with Shapley values and LIME. All interpretation methods are explained in depth and discussed critically. How do they work under the hood? What are their strengths and weaknesses? How can their outputs be interpreted? This book will enable you to select and correctly apply the interpretation method that is most suitable for your machine learning project.
Although standard mixed effects models are useful in a range of studies, other approaches must often be used in correlation with them when studying complex or incomplete data. Mixed Effects Models for Complex Data discusses commonly used mixed effects models and presents appropriate approaches to address dropouts, missing data, measurement errors, censoring, and outliers. For each class of mixed effects model, the author reviews the corresponding class of regression model for cross-sectional data. An overview of general models and methods, along with motivating examples After presenting real data examples and outlining general approaches to the analysis of longitudinal/clustered data and incomplete data, the book introduces linear mixed effects (LME) models, generalized linear mixed models (GLMMs), nonlinear mixed effects (NLME) models, and semiparametric and nonparametric mixed effects models. It also includes general approaches for the analysis of complex data with missing values, measurement errors, censoring, and outliers. Self-contained coverage of specific topics Subsequent chapters delve more deeply into missing data problems, covariate measurement errors, and censored responses in mixed effects models. Focusing on incomplete data, the book also covers survival and frailty models, joint models of survival and longitudinal data, robust methods for mixed effects models, marginal generalized estimating equation (GEE) models for longitudinal or clustered data, and Bayesian methods for mixed effects models. Background material In the appendix, the author provides background information, such as likelihood theory, the Gibbs sampler, rejection and importance sampling methods, numerical integration methods, optimization methods, bootstrap, and matrix algebra. Failure to properly address missing data, measurement errors, and other issues in statistical analyses can lead to severely biased or misleading results. This book explores the biases that arise when naïve methods are used and shows which approaches should be used to achieve accurate results in longitudinal data analysis.
