[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"doc-detail-42739-en":3,"doc-seo-42739-105":30,"detail-sidebar-cat-0-en-105":92},{"code":4,"msg":5,"data":6},0,"success",{"doc_id":7,"user_id":8,"nickname":9,"user_avatar":10,"doc_module":4,"category_id":11,"category_name":12,"doc_title":13,"doc_description":14,"doc_content":15,"file_id":16,"file_url":17,"file_type":18,"file_size":19,"view_count":20,"is_deleted":4,"is_public":21,"is_downloadable":21,"audit_status":21,"page_count":22,"language":23,"language_code":24,"site_id":25,"html_lang":24,"table_of_contents":26,"faqs":27,"seo_title":13,"seo_description":14,"update_tm":28,"read_time":29},42739,13056703019662,"Evangeline","https://ap-avatar.wpscdn.com/avatar/be000253a8e92610077?_k=1778726343310543188",8,"Research & Report","Applied Econometric Analysis Using Cross Section and Panel Data","Applied Econometric Analysis Using Cross Section and Panel Data presents an economics reference volume focused on advanced econometric techniques for applied research. The book addresses special traits of economic data and introduces practical ways to process large datasets and improve empirical model estimation. It compiles 20 chapters on selected topics from cross-section and panel data econometrics, each combining a method review with fresh applications and estimation guidance, with emphasis on accessible, practitioner-oriented learning and software-aware discussion.","Contributions to Economics  \nDeep Mukherjee Editor  \nApplied  \nEconometric Analysis Using Cross Section and Panel Data  \nContributions to Economics  \nThe series Contributions to Economics provides an outlet for innovative research in all areas of economics. Books published in the series are primarily monographs and multiple author works that present new research results on a clearly defined topic, but contributed volumes and conference proceedings are also considered. All books are published in print and ebook and disseminated and promoted globally. The series and the volumes published in it are indexed by Scopus and ISI (selected volumes) .  \nDeep Mukherjee Editor  \nApplied Econometric Analysis Using Cross Section and Panel Data  \nEditor  \nDeep Mukherjee   \nDepartment of Economic Sciences Indian Institute of Technology Kanpur Kanpur, Uttar Pradesh, India  \nISSN 1431-1933 ISSN 2197-7178 (electronic)  \nContributions to Economics  \nISBN 978-981-99-4901-4 ISBN 978-981-99-4902-1 (eBook)  \n[https://doi.org/10.1007/978-981-99-4902-1](https://doi.org/10.1007/978-981-99-4902-1)  \n© The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd. 2023  \nThis work is subject to copyright. All rights are solely and exclusively licensed by the Publisher, whether the whole or part of the material is concerned, specifically the rights of translation, reprinting, reuse of illustrations, recitation, broadcasting, reproduction on microfilms or in any other physical way, and transmission or information storage and retrieval, electronic adaptation, computer software, or by similar or dissimilar methodology now known or hereafter developed.  \nThe use of general descriptive names, registered names, trademarks, service marks, etc. in this publication does not imply, even in the absence of a specific statement, that such names are exempt from the relevant protective laws and regulations and therefore free for general use.  \nThe publisher, the authors, and the editors are safe to assume that the advice and information in this book are believed to be true and accurate at the date of publication. Neither the publisher nor the authors orthe editors give a warranty, expressed or implied, with respect to the material contained herein or for any errors or omissions that may have been made. The publisher remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.  \nThis Springer imprint is published by the registered company Springer Nature Singapore Pte Ltd. The registered company address is: 152 Beach Road, \\#21-01/04 Gateway East, Singapore 189721, Singapore  \nPaper in this product is recyclable.  \nIn loving memory of Riddhiman Mukherjee  \nPreface  \nEconomic data collecting has increased dramatically during the last three decades. However, economic data frequently have special traits. So, in the same time frame, econometricians have created a variety of methods for processing vast amounts of data and enhancing empirical economic research. This reference volume is a collection of 20 chapters on chosen advanced topics from cross-section and panel data econometrics. With the motto “keeping things simple,” this book explores both theoretical and practical aspects of selected cutting-edge econometric techniques which are gaining popularity among applied economics. Each chapter, written by experienced applied researchers, in the book, combines a brief review of a particular econometric method with fresh application and practical aspects of empirical model estimation.  \nWhy Another Book?  \nThere are already some high-quality general textbooks and advanced textbooks on special topics “teaching” econometric theory. Also, there are a number of excellent reference books for graduate students and practitioners interested in continuing education in econometrics. From my experience of teaching econometrics coursesand as an applied researcher, I have observed three facts.  \nFirst, the fi","cbCaid7NUT5ba6fE","https://ap.wps.com/l/cbCaid7NUT5ba6fE","pdf",21019339,6,1,625,"English","en",105,"# Preface\n## Economic data and the need for advanced methods\n## Why another book?\n### Coverage of state-of-the-art in simple form\n### Longer empirical demonstrations with context and software\n### Limitations of journal articles for teaching","[{\"question\":\"What problem does the book address regarding economic data and econometric methods?\",\"answer\":\"Economic data collection has expanded rapidly, while economic datasets often have special traits. The book explains why econometricians have developed methods to process large amounts of data and strengthen empirical research.\"},{\"question\":\"How is the volume structured and what does each chapter emphasize?\",\"answer\":\"The reference volume collects 20 chapters on advanced topics from cross-section and panel data econometrics. Each chapter blends a brief review of a method with new applications and practical aspects of empirical model estimation.\"},{\"question\":\"Why is a new applied econometrics reference book needed?\",\"answer\":\"The preface argues that existing general and advanced textbooks either focus too much on theory, lack state-of-the-art coverage in an accessible way, or provide short empirical demonstrations without sufficient context and software support. Journal articles may be analytically rich but can be difficult for students to assimilate and often lack teaching-oriented code.\"}]",1783359106,1575,{"code":4,"msg":31,"data":32},"ok",{"site_id":25,"language":24,"slug":33,"title":13,"keywords":34,"description":14,"schema_data":35,"social_meta":87,"head_meta":89,"extra_data":91,"updated_unix":28},"applied-econometric-analysis-using-cross-section-and-panel-data","",{"@graph":36,"@context":86},[37,54,69],{"@type":38,"itemListElement":39},"BreadcrumbList",[40,44,48,51],{"item":41,"name":42,"@type":43,"position":21},"https://docshare.wps.com","Home","ListItem",{"item":45,"name":46,"@type":43,"position":47},"https://docshare.wps.com/document/","Document",2,{"item":49,"name":12,"@type":43,"position":50},"https://docshare.wps.com/document/research-report/",3,{"item":52,"name":13,"@type":43,"position":53},"https://docshare.wps.com/document/applied-econometric-analysis-using-cross-section-and-panel-data/42739/",4,{"url":52,"name":13,"@type":55,"author":56,"headline":13,"publisher":58,"fileFormat":61,"inLanguage":24,"description":14,"dateModified":62,"datePublished":63,"encodingFormat":61,"isAccessibleForFree":64,"interactionStatistic":65},"DigitalDocument",{"name":9,"@type":57},"Person",{"url":41,"name":59,"@type":60},"DocShare","Organization","application/pdf","2026-07-19","2026-07-06",true,{"@type":66,"interactionType":67,"userInteractionCount":20},"InteractionCounter",{"@type":68},"ViewAction",{"@type":70,"mainEntity":71},"FAQPage",[72,78,82],{"name":73,"@type":74,"acceptedAnswer":75},"What problem does the book address regarding economic data and econometric methods?","Question",{"text":76,"@type":77},"Economic data collection has expanded rapidly, while economic datasets often have special traits. The book explains why econometricians have developed methods to process large amounts of data and strengthen empirical research.","Answer",{"name":79,"@type":74,"acceptedAnswer":80},"How is the volume structured and what does each chapter emphasize?",{"text":81,"@type":77},"The reference volume collects 20 chapters on advanced topics from cross-section and panel data econometrics. Each chapter blends a brief review of a method with new applications and practical aspects of empirical model estimation.",{"name":83,"@type":74,"acceptedAnswer":84},"Why is a new applied econometrics reference book needed?",{"text":85,"@type":77},"The preface argues that existing general and advanced textbooks either focus too much on theory, lack state-of-the-art coverage in an accessible way, or provide short empirical demonstrations without sufficient context and software support. Journal articles may be analytically rich but can be difficult for students to assimilate and often lack teaching-oriented code.","https://schema.org",{"og:url":52,"og:type":88,"og:title":13,"og:site_name":59,"og:description":14},"article",{"robots":90,"canonical":52},"index,follow",{"doc_id":7,"site_id":25},{"code":4,"msg":5,"data":93},[94,98,102,106,111,115,120,123,128,131,135],{"id":21,"doc_module":4,"doc_module_name":46,"category_name":95,"show_sort_weight":96,"slug":97},"Story & Novel",90,"story-novel",{"id":47,"doc_module":4,"doc_module_name":46,"category_name":99,"show_sort_weight":100,"slug":101},"Literature",80,"literature",{"id":53,"doc_module":4,"doc_module_name":46,"category_name":103,"show_sort_weight":104,"slug":105},"Exam",70,"exam",{"id":107,"doc_module":4,"doc_module_name":46,"category_name":108,"show_sort_weight":109,"slug":110},5,"Comic",60,"comic",{"id":20,"doc_module":4,"doc_module_name":46,"category_name":112,"show_sort_weight":113,"slug":114},"Technology",50,"technology",{"id":116,"doc_module":4,"doc_module_name":46,"category_name":117,"show_sort_weight":118,"slug":119},7,"Healthcare",40,"healthcare",{"id":11,"doc_module":4,"doc_module_name":46,"category_name":12,"show_sort_weight":121,"slug":122},30,"research-report",{"id":124,"doc_module":4,"doc_module_name":46,"category_name":125,"show_sort_weight":126,"slug":127},9,"Religion & Spirituality",20,"religion-spirituality",{"id":126,"doc_module":4,"doc_module_name":46,"category_name":129,"show_sort_weight":126,"slug":130},"World Cup","world-cup",{"id":132,"doc_module":4,"doc_module_name":46,"category_name":133,"show_sort_weight":132,"slug":134},10,"Lifestyle","lifestyle",{"id":136,"doc_module":4,"doc_module_name":46,"category_name":137,"show_sort_weight":107,"slug":138},19,"General","general"]