{"product_id":"r-for-economic-modeling-panel-data-causal-inference-time-series-for-policy-and-forecasting-9798254196365","title":"R for Economic Modeling: Panel Data, Causal Inference, Time Series for Policy and Forecasting","description":"\u003cp\u003e • Author(s): Sam Roseline\u003cbr\u003e • Publisher: Independently Published\u003cbr\u003e • Publisher Imprint: Independently Published\u003cbr\u003e • BISAC: Economics - Microeconomics\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cb\u003eR for Economic Modeling\u003c\/b\u003e\u003cb\u003e: Panel Data, Causal Inference, and Time Series for Policy and Forecasting\u003c\/b\u003e\u003c\/p\u003e\u003cp\u003eEconomic analysis is no longer about theory alone it's about making decisions that hold up under pressure, uncertainty, and real-world data constraints.\u003c\/p\u003e\u003cp\u003eThis book is built for economists, analysts, and data professionals who need more than formulas and isolated techniques. It delivers a complete, practical system for analyzing economic data using R from raw datasets to policy-ready insight.\u003c\/p\u003e\u003cp\u003eInstead of abstract explanations, this guide focuses on how economic modeling actually works in practice. It shows how to structure problems, clean and validate messy data, apply the right models, and interpret results in a way that supports real decisions.\u003c\/p\u003e\u003cp\u003eInside, you'll learn how to: \u003c\/p\u003e\u003cul\u003e\n\u003cli\u003e\u003cb\u003eBuild reliable panel data models that control for hidden bias\u003c\/b\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cb\u003eApply causal inference methods that produce credible policy insights\u003c\/b\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cb\u003eHandle endogeneity using instrumental variables without fragile assumptions\u003c\/b\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cb\u003eModel macroeconomic systems using time series and VAR frameworks\u003c\/b\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cb\u003eForecast economic outcomes with realistic uncertainty and scenario analysis\u003c\/b\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cb\u003eAnalyze labor markets, inequality, and household-level data at scale\u003c\/b\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cb\u003eDesign policy simulations that reveal trade-offs and real impact\u003c\/b\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cb\u003eCreate clear visualizations and reports that decision-makers can act on\u003c\/b\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cb\u003eBuild complete, reproducible economic analysis pipelines in R\u003c\/b\u003e\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003eThis book is for: \u003c\/p\u003e\u003cul\u003e\n\u003cli\u003e\u003cb\u003eEconomists and policy analysts who need practical modeling tools\u003c\/b\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cb\u003eData analysts working with economic or financial datasets\u003c\/b\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cb\u003eGraduate students and professionals in applied econometrics\u003c\/b\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cb\u003eAnyone looking to move from theoretical understanding to real-world execution\u003c\/b\u003e\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003eWhat sets this book apart is its focus on reliability. It does not assume perfect data or ideal conditions. It addresses the challenges analysts actually face data revisions, model instability, weak assumptions, and uncertainty and provides methods that hold up under scrutiny.\u003c\/p\u003e\u003cp\u003eIf your goal is to produce economic analysis that is not only technically correct but also actionable, this book provides the framework to do it.\u003c\/p\u003e","brand":"Independently Published","offers":[{"title":"Paperback","offer_id":47775362515095,"sku":"9798254196365","price":1719.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9798254196365.webp?v=1777989886","url":"https:\/\/atlanticbooks.com\/products\/r-for-economic-modeling-panel-data-causal-inference-time-series-for-policy-and-forecasting-9798254196365","provider":"Atlantic Books","version":"1.0","type":"link"}