000			02110nam a2200181Ia 4500
003			OSt
005			20251220095936.0
008			210206s2020 xx 000 0 und
040			_cNLS
100			_aHimanshu Dixit
245		0	_aEstimation of Sub-District Level Income and Night Lights Data : _b Towards Developing a Methodology
260			_aBangalore _bNLSIU _c2020
300			_a58p.
505			_aContents Acknowledgements ; Abstract ; Abbreviations ; List of Tables ; List of Illustrations ; 1. Introduction ; 1.1 Problem with GDP Estimation ; 1.2 Research Agenda ; 1.3 Organisation of the Dissertation ; 2. Review of Literature ; 2.1 Overview of Socio-Economic Research Using Nightlights ; 2.2 India Specific Applications of Nightlights ; 3. Research Methodology ; 3.1 Research Context and Gap ; 3.2 Research Problem ; 3.3 Research Objectives ; 3.4 Research Questions ; 3.5 Research Design ; 3.5.1 Overview ; 3.5.2 Data Collection and Analyses; 3.6 Statistical Methodology; 3.6.1 The Statistical Framework of Elasticity Approach ; 3.6.2 Statistics and Rationale for Spatial Approach ; 3.6.3 The Statistical Model for Lead Approach ; 3.6.4 The Statistical Model for Difference in Differences (DID) Approach ; 4. Sources of Nightlights Data Collection ; 4.1 Features of Nightlights Data ; 4.2 SMPP-VIIRS Data Products ; 4.3 Processing of Raster Images using GADM Data & QGIS; 5. Analysis and Application of Radiance Data ; 5.1 Nightlights at National Level ; 5.2 Nightlights at State Level ; 5.3 Nightlights at District Level ; 5.4 Nightlights and Taluk Level Income ; 5.5 Nightlights and Demonetisation ; 6. Conclusion ; 6.1 Summary of the Findings ; 6.2 Limitations of the Study ; 6.3 Recommendations for Further Study ; Appendices ; Appendix 1: List of states used in section 5.2 ; Appendix 2: Hausman and LM Test Results in Chapter 5 ; Appendix 3: Sample Estimation of Taluk Level Incomes in Rs (lacs) ; References and Bibliography.
700			_aDr. Kaushik Basu - Guide
856			_uhttps://dans.nls.ac.in/handle/123456789/301
942			_cDIS _2ddc
999			_c207633 _d207633