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BL
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| Record Number
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890021
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| Title & Author
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Advances in growth curve and structural equation modeling : : topics from the Indian Statistical Institute on the 125th birth anniversary of PC Mahalanobis /\ Ratan Dasgupta, editor.
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| Publication Statement
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Singapore :: Springer,, [2018]
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| Page. NO
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1 online resource (xii, 192 pages)
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| ISBN
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9789811318436
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: 9789811318443
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: 9811318433
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: 9811318441
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9789811318429
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9811318425
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| Bibliographies/Indexes
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Includes bibliographical references.
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| Contents
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Intro; Preface; Contents; Editor and Contributors; Mahalanobis Distance and Longitudinal Growth; 1 Introduction and Results on Mahalanobis Distance; 2 Growth Status of Coconut Trees; 2.1 Comparison of Coconut Tree Growth Over Two Time Points in Saline Soil and D2 Statistics; 2.2 Angle Between Principal Component Vectors and Growth Stability; 3 Discussions; References; Stock Market Growth Link in Asian Emerging Countries: Evidence from Granger Causality and Co-integration Tests; 1 Introduction; 2 Literature Review; 3 Objectives and Structure of the Study; 3.1 Hypotheses of the Study.
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3 Parameter Estimation and Optimality Considerations3.1 Study of Optimal Mixture Design Model (2.1); 3.2 Study of Optimal Mixture Design for Model (1.2); 4 Conclusion; References; Growth Curve of Socio-economic Development in North-Eastern Tribes; 1 Introduction, Methodology and the Data; 2 Analysis of Data and Some Comments; 3 Results; 4 Discussions; References; Interrelationship Between Poverty, Growth, and Inequality in India: A Spatial Approach; 1 Introduction; 2 Model; 2.1 Spatial Dependencies; 3 Data; 3.1 Computation of Poverty Growth and Inequality; 3.2 Policy Variables.
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4 ConclusionsReferences; Growth and Nutritional Status of Preschool Children in India; 1 Introduction; 2 Methodology; 3 Results; 4 Discussion; References; Bootstrap of Deviation Probabilities with Applications II; 1 Introduction; 2 Rates in CLT and Large Deviation; 3 Bootstrapping Large Deviation; 4 Modification in Sample to Reduce Kurtosis: An Example; 5 Applications: Growth Processes with Small and Different Levels of Noise; References; Recent Advances in the Statistical Analysis of Retrospective Time-to-Event Data; 1 Introduction; 2 Current Status Data; 3 Perfectly Recalled Time Data.
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4 Empirical Results4.1 Descriptive Statistics; 4.2 Moran's Test; 4.3 Econometric Results; 5 Growth and Inequality Elasticity of Poverty; 6 Conclusion; References; Successional Changes in Some Physicochemical Properties on an Age Series of Overburden Dumps in Raniganj Coalfields, West Bengal, India; 1 Introduction; 2 Materials and Methods; 2.1 Study Area; 2.2 Overburden Sampling and Analysis; 2.3 Statistical Analysis; 3 Results and Discussions; 3.1 Physicochemical Properties of Overburden Dumps; 3.2 Comparison of Dumps with Native Forest Soil; 3.3 Influence of Age on Overburden Dumps.
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4 Methodology4.1 Techniques of Data Analysis; 4.2 Formula of Descriptive Statistics and JB Test Statistics; 4.3 Test of Stationarity; 4.4 Augmented Dickey-Fuller (ADF) Test; 4.5 Phillips-Perron Test (PP); 4.6 Test of Co-integration: Engle-Granger Test; 5 Sample Data; 6 Empirical Estimation and Results; 6.1 Test of Stationarity; 7 Descriptive Statistics; 8 Correlation; 9 Co-integration; 10 Summary and Conclusions; References; Optimum Designs for Pharmaceutical Experiments with Relational Constraints on the Mixing Components; 1 Introduction; 2 The Models.
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| Abstract
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This book describes recent trends in growth curve modelling research in various subject areas, both theoretical and applied. It explains and explores the growth curve model as a valuable tool for gaining insights into several research topics of interest to academics and practitioners alike. The book's primary goal is to disseminate applications of the growth curve model to real-world problems, and to address related theoretical issues. The book will be of interest to a broad readership: for applied statisticians, it illustrates the importance of growth curve modelling as applied to actual field data; for more theoretically inclined statisticians, it highlights a number of theoretical issues that warrant further investigation.--
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| Subject
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Mathematical statistics.
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Econometrics.
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Economic growth.
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Mathematical statistics.
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MATHEMATICS-- Applied.
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MATHEMATICS-- Probability Statistics-- General.
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Probability statistics.
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| Dewey Classification
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519.5
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| LC Classification
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QA276.A1
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| Added Entry
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Dasgupta, Ratan
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Mahalanobis, PC
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