A Single Cohesive Framework of Tools and Procedures for Psychometrics and Assessment Bayesian Psychometric Modeling presents a unified Bayesian approach across traditionally separate families of psychometric models. It shows that Bayesian techniques, as alternatives to conventional approaches, offer distinct and profound advantages in achieving many goals of psychometrics. Adopting a Bayesian approach can aid in unifying seemingly disparate-and sometimes conflicting-ideas and activities in psychometrics. This book explains both how to perform psychometrics using Bayesian methods and why many of the activities in psychometrics align with Bayesian thinking. The first part of the book introduces foundational principles and statistical models, including conceptual issues, normal distribution models, Markov chain Monte Carlo estimation, and regression. Focusing more directly on psychometrics, the second part covers popular psychometric models, including classical test theory, factor analysis, item response theory, latent class analysis, and Bayesian networks. Throughout the book, procedures are illustrated using examples primarily from educational assessments. A supplementary website provides the datasets, WinBUGS code, R code, and Netica files used in the examples.

A Single Cohesive Framework of Tools and Procedures for Psychometrics and Assessment Bayesian Psychometric Modeling presents a unified Bayesian approach across traditionally separate families of psychometric models. It shows that Bayesian techniques, as alternatives to conventional approaches, offer distinct and profound advantages in achieving many goals of psychometrics. Adopting a Bayesian approach can aid in unifying seemingly disparate-and sometimes conflicting-ideas and activities in psychometrics. This book explains both how to perform psychometrics using Bayesian methods and why many of the activities in psychometrics align with Bayesian thinking. The first part of the book introduces foundational principles and statistical models, including conceptual issues, normal distribution models, Markov chain Monte Carlo estimation, and regression. Focusing more directly on psychometrics, the second part covers popular psychometric models, including classical test theory, factor analysis, item response theory, latent class analysis, and Bayesian networks. Throughout the book, procedures are illustrated using examples primarily from educational assessments. A supplementary website provides the datasets, WinBUGS code, R code, and Netica files used in the examples.

With mouth-watering photography and over 100 delicious recipes, the team behind GAIL's will take you through the basics of breadmaking and then take you on to preparing a whole cornucopia of sweet and savoury tasty treats and flavourful meals. 'An amazingly helpful fail proof book' -- ***** Reader review 'If you love baking, you need this in your life!' -- ***** Reader review 'Packed with delicious recipes to make over and over again' -- ***** Reader review 'Worth every penny - joyful!' -- ***** Reader review *************************************************************************************** "Good bread begins with just four honest ingredients: flour, water, salt and yeast. Nothing could be simpler and yet nothing is more gratifying." -- GAIL's Since opening the first GAIL's in 2005, the team behind the UK's most inviting artisan bakery has been on a mission to bring high-quality, handmade bread and delicious vibrant food to local communities. In this, their first, stunning cookbook, GAIL's take us through the day with inventive, fresh recipes. Starting with the essential how-tos of mixing, kneading and shaping loaves before going on to offer over 100 varied savoury and sweet recipes, GAIL's will encourage you to try your hand at a basic foolproof bloomer, bake a satisfying sourdough, create morning muffins and pastries, bold salads, flavoursome pies, appetizing tarts and sandwiches, easy afternoon biscuits and cakes, and finally cook delicious savoury meals and desserts for supper. Simply divided into Baker's Essentials, Bread, Breakfast, Lunch, Tea and Supper, the GAIL's Cookbook includes: White poppy seed bloomer French dark sourdough Wholemeal loaf Focaccia Brioche plum and ginger pudding Buckwheat pancakes with caramelised apples and salted butter honey Pizza Bianca with violet artichokes and burrata Truffle, raclette and roast shallot toastie Teatime sandwiches Savoury scones & fruit scones Red quinoa and smokey aubergine yoghurt salad Baked sardines with sourdough crumbs and heritage tomato salad Fregola and chicken salad Baked bread and chicken soup Tuna Nicoise on toast Sourdough lasagna Root vegetable and Fontina bake Leek and goat's cheese picnic loaf Brown sourdough ice cream with raspberry