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The Poor Always Pay Back
The success of Grameen Bank and the microcredit movement as a whole has proved the credit worthiness of the poor beyond question. Grameen II shows that the poor, given the opportunity, will save a great deal and will always pay back
The Analysis of Time Series
Since 1975, The Analysis of Time Series: An Introduction has introduced legions of statistics students and researchers to the theory and practice of time series analysis. With each successive edition, bestselling author Chris Chatfield has honed and refined his presentation, updated the material to reflect advances in the field, and presented interesting new data sets. The sixth edition is no exception. It provides an accessible, comprehensive introduction to the theory and practice of time series analysis. The treatment covers a wide range of topics, including ARIMA probability models, forecasting methods, spectral analysis, linear systems, state-space models, and the Kalman filter. It also...
Elements of Simulation
The use of simulation in statistics dates from the start of the 20th century, coinciding with the beginnings of radio broadcasting and the invention of television. Just as radio and television are now commonplace in our everyday lives, simulation methods are now widely used throughout the many branches of statistics, as can be readily appreciated from reading Chapters 1 and 9. The book has grown out of a fifteen-hour lecture course given to third-year mathematics undergraduates at the University of Kent, and it could be used either as an undergraduate or a postgraduate text. Simulation may either be taught as an operational research tool in its own right, or as a mathematical method which cements together different parts of statistics and which may be used in a variety of lecture courses. In the last three chapters indications are made of the varied uses of simulation throughout statistics. Alternatively, simulation may be used to motivate subjects such as the teaching of distribution theory and the manipulation of random variables, and Chapters 4 and 5 especially will hopefully be useful in this respect.
Multilevel Statistical Models
Throughout the social, medical and other sciences the importance of understanding complex hierarchical data structures is well understood. Multilevel modelling is now the accepted statistical technique for handling such data and is widely available in computer software packages. A thorough understanding of these techniques is therefore important for all those working in these areas. This new edition of Multilevel Statistical Models brings these techniques together, starting from basic ideas and illustrating how more complex models are derived. Bayesian methodology using MCMC has been extended along with new material on smoothing models, multivariate responses, missing data, latent normal tra...
Multilevel Modeling Using R
Multilevel Modelling using R provides a helpful guide to conducting multilevel data modeling using the R software environment. After reviewing standard linear models, the authors present the basics of multilevel models and explain how to fit these models using R. They then show how to employ multilevel modeling with longitudinal data and demonstrate the valuable graphical options in R. The book also describes models for categorical dependent variables in both single level and multilevel data. The book concludes with Bayesian fitting of multilevel models. Complete data sets for the book can be found on the book's website www.mlminr.com/
Handbook of International Large-Scale Assessment
Winner of the 2017 AERA Division D Significant Contribution to Educational Measurement and Research Methodology Award! Technological and statistical advances, along with a strong interest in gathering more information about the state of our educational systems, have made it possible to assess more students, in more countries, more often, and in more subject domains. The Handbook of International Large-Scale Assessment: Background, Technical Issues, and Methods of Data Analysis brings together recognized scholars in the field of ILSA, behavioral statistics, and policy to develop a detailed guide that goes beyond database user manuals. After highlighting the importance of ILSA data to policy a...
'Mon the Workers
The postman and the primary teacher, the midwife and the musician. Workers in shops, workers at sea. Solidarity with the Columbian farmer and the Palestinian fireman... Modern trade unionists in Scotland perform roles in every imaginable location and are drawn from all backgrounds. They campaign to win on issues facing the colleague next to them or a comrade thousands of miles away. 'Mon the Workers tells their stories in their own words. It is a celebration of 125 years of the STUC, and a clarion call for the next generation to agitate, organise and win. This book demonstrates past achievements, explores the ideas trade unionists have fought for and rouses the movement towards future victories. 75 trade union members, reps and officials share experiences of union life from the anti-apartheid movement to Wick Wants Work. Alan McCredie's charismatic portraits of 50 other activists from the trade union movement provide a complementary visual narrative. This very human book pulses with the energy of Scotland's trade union movement, which has achieved so much and still has more to do.
Love, Marriage, and Jewish Families
The concepts of gender, love, and family - as well as the personal choices regarding gender-role construction, sexual and romantic liaisons, and family formation - have become more fluid under a society-wide softening of boundaries, hierarchies, and protocols. Sylvia Barack Fishman gathers the work of social historians and legal scholars who study transformations in the intimate realms of partnering and family construction among Jews. Following a substantive introduction, the volume casts a broad net. Chapters explore the current situation in both the United States and Israel, attending to what once were considered unconventional household arrangements - including extended singlehood, cohabi...
Cradle to Grave: Life-Course Change in Modern Sweden
The empirical study of individuals' life-course is one of the most promising areas of research within sociology today. Increased availability of large-scale longitudinal data and improved statistical methods have made it possible to address theoretically relevant questions about events such as entrance into the labour market, job mobility, divorce and death. This book consists of studies capturing the life-course from the cradle to the grave. The research questions include long-term consequences of childhood conditions; family formation and school-careers; work and parental leave; gender discrimination in job promotion; divorce and occupational career; persistence in poverty; and the intrigu...
Incomplete Categorical Data Design
Respondents to survey questions involving sensitive information, such as sexual behavior, illegal drug usage, tax evasion, and income, may refuse to answer the questions or provide untruthful answers to protect their privacy. This creates a challenge in drawing valid inferences from potentially inaccurate data. Addressing this difficulty, non-rando
