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1. |
Record Nr. |
UNINA9910144694803321 |
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Autore |
Cook R. Dennis |
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Titolo |
Applied regression including computing and graphics [[electronic resource] /] / R. Dennis Cook, Sanford Weisberg |
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Pubbl/distr/stampa |
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ISBN |
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1-282-30751-7 |
9786612307515 |
0-470-31694-2 |
0-470-31778-7 |
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Descrizione fisica |
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1 online resource (632 p.) |
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Collana |
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Wiley series in probability and statistics. Texts and references section |
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Altri autori (Persone) |
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Disciplina |
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Soggetti |
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Regression analysis |
Multivariate analysis |
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Lingua di pubblicazione |
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Formato |
Materiale a stampa |
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Livello bibliografico |
Monografia |
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Note generali |
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"A Wiley-Interscience publication." |
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Nota di bibliografia |
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Includes bibliographical references (p. 571-578) and indexes. |
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Nota di contenuto |
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Applied Regression Including Computing and Graphics; Contents; Preface; PART I INTRODUCTION; 1 Looking Forward and Back; 1.1 Example: Haystack Data; 1.2 Example: Bluegill Data; 1.3 Loading Data into Arc; 1.4 Numerical Summaries; 1.4.1 Display Summaries; 1.4.2 Command Line; 1.4.3 Displaying Data; 1.4.4 Saving Output to a File and Printing; 1 .5 Graphical Summaries; 1.5.1Histograms; 1.5.2 Boxplots; 1.6.Bringing in the Population; 1.6. I The Density Function; 1.6.2 Normal Distribution; I .6.3 Computing Normal Quantiles; 1.6.4 Computing Normal Probabilities; 1.6.5 Boxplots of Normal Data |
1.6.6 The Sampling Distribution of the Mean1.7 Inference; 1.7.1 Sample Mean; 1.7.2 Confidence Interval for the Mean; 1.7.3 Probability of a Record Bluegill; 1.8 Complements; Problems; 2 Introduction to Regression; 2.1 Using Boxplots to Study Length \ Age; 2.2 Using a Scatterplot to Study Length \ Age; 2.3 Mouse Modes; 2.3.1 Show Coordinates Mouse Mode; 2.3.2 Slicing Mode; 2.3.3 Brushing Mode; 2.4 Characterizing Length\ Age; 2.5 Mean and Variance Functions; 2.5.1 Mean Function; 2.5.2 Variance Function; 2.6 Highlights; 2.7 Complements; Problems; 3 Introduction to Smoothing |
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3.1 Slicing a Scatterplot3.2 Estimating E(y I x) by Slicing; 3.3 Estimating E(y Ix) by Smoothing; 3.4 Checking a Theory; 3.5 Boxplots; 3.6 Snow Geese; 3.6.1 Snow Goose Regression; 3.6.2 Mean Function; 3.6.3 Variance Function; 3.7 Complements; Problems; 4 Bivariate Distributions; 4.1 General Bivariate Distributions; 4.1.1 Bivariate Densities; 4.1.2 Connecting with Regression; 4.1.3 Independence; 4.1.4 Covariance; 4.1.5 Correlation Coefficient; 4.2 Bivariate Normal Distribution; 4.2.1 Correlation Coefficient in Normal Populations; 4.2.2 Correlation Coefficient in Non-normal Populations |
4.3.Regression in Bivariate Normal Populations4.3.1 Mean Function; 4.3.2 Mean Function in Standardized Variables; 4.3.3 Mean Function as a Straight Line; 4.3.4 Variance Function; 4.4 Smoothing Bivariate Normal Data; 4.5 Complements; 4.5.1 Confidence Interval for a Correlation; 4.5.2 References; Problems; 5 Two-Dimensional Plots; 5.1 Aspect Ratio and Focusing; 5.2 Power Transformations; 5.3 Thinking about Power Transformations; 5.4 Log Transformations; 5.5 Showing Labels and Coordinates; 5.6 Linking Plots; 5.7 Point Symbols and Colors; 5.8 Brushing; 5.9 Name Lists; 5.10 Probability Plots |
5.11 ComplementsProblems; PART II. TOOLS; 6 Simple Linear Regression; 6.1 Simple Linear Regression; 6.2 Least Squares Estimation; 6.2.1 Notation; 6.2.2 The Least Squares Criterion; 6.2.3 Ordinary Least Squares Estimators; 6.2.4 More on Sample Correlation; 6.2.5 Some Properties of Least Squares Estimates; 6.2.6 Estimating the Common Variance, (T*; 6.2.7 Summary; 6.3 Using Arc; 6.3.1 Interpreting the Intercept; 6.4 Inference; 6.4.1 Inferences about Parameters; 6.4.2 Estimating Population Means; 6.4.3 Prediction; 6.5 Forbes' Experiments, Revisited; 6.6 Model Comparison; 6.6.1 Models |
6.6.2 Analysis of Variance |
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Sommario/riassunto |
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A step-by-step guide to computing and graphics in regression analysisIn this unique book, leading statisticians Dennis Cook and Sanford Weisberg expertly blend regression fundamentals and cutting-edge graphical techniques. They combine and up- date most of the material from their widely used earlier work, An Introduction to Regression Graphics, and Weisberg's Applied Linear Regression; incorporate the latest in statistical graphics, computing, and regression models; and wind up with a modern, fully integrated approach to one of the most important tools of data analysis.In 23 co |
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2. |
Record Nr. |
UNINA9910485014003321 |
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Autore |
Titumir Rashed A. M. |
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Titolo |
Numbers and Narratives in Bangladesh's Economic Development / / by Rashed Al Mahmud Titumir |
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Pubbl/distr/stampa |
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Singapore : , : Springer Nature Singapore : , : Imprint : Palgrave Macmillan, , 2021 |
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ISBN |
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Edizione |
[1st ed. 2021.] |
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Descrizione fisica |
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1 online resource (xxxv, 245 pages) : illustrations |
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Disciplina |
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Soggetti |
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Development economics |
Economic development |
Development Economics |
Development Studies |
Economic Development, Innovation and Growth |
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Lingua di pubblicazione |
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Formato |
Materiale a stampa |
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Livello bibliografico |
Monografia |
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Nota di bibliografia |
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Includes bibliographical references and index. |
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Nota di contenuto |
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Chapter 1: ECONOMIC Growth IN BANGLADESH -- Chapter 2: Agriculture IN BANGLADESH -- Chapter 3: Manufacturing Industry OF BANGLADESH -- Chapter 4: Financial Sector OF BANGLADESH -- Chapter 5: Education IN BANGLADESH -- Chapter 6: Health IN BANGLADESH -- Chapter 7: Poverty and Inequality IN BANGLADESH -- Chapter 8: Conclusions: Institutions, Political Settlement and Economic Outcome. |
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Sommario/riassunto |
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This book focuses on socio-economic developments of Bangladesh by challenging the dominant international narrative of the case being termed a "development surprise", "development paradox" or "development conundrum." In doing so, the book examines the political economic dynamics of the country and offers valuable insights into the current state of the Bangladeshi economy in light of stability, transformability and sustainability. Pointing to the 'high' rate of growth in gross domestic product (GDP) in Bangladesh, there is wide belief that economic growth can be obtained even without functioning institutions, and is more important than an inclusive political system. |
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Advocates go on to argue that authoritarianism may be condoned as long as a steady course of development is perused. However, the inadequacy of comparative analysis on the state of the economy of Bangladesh vis-à-vis other relevant economies makes such claims myopic and parochial. This book thusinvestigates the numbers and narratives to ascertain the validity of such assertions and lamentations by looking at the necessary and sufficient conditions of development. The necessary conditions imply an incisive inquiry into the factors of economic growth: land, labour, capital and technology. As such, the book explores development by drawing variables of politics and economics to find out a causal relationship to themes such as growth, agriculture, manufacturing industry, financial sector, health, education, poverty and inequality. Rashed Al Mahmud Titumir has worked in diverse constituencies, namely, academia, governments, think-tanks, international organisations and media. He has led numerous projects for diverse organisations including governments, development partners and international organisations at home, and abroad. |
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