{ "item_title" : "R for Economic Modeling", "item_author" : [" Sam Roseline "], "item_description" : "R for Economic Modeling: Panel Data, Causal Inference, and Time Series for Policy and ForecastingEconomic analysis is no longer about theory alone it's about making decisions that hold up under pressure, uncertainty, and real-world data constraints.This 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.Instead 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.Inside, you'll learn how to: Build reliable panel data models that control for hidden biasApply causal inference methods that produce credible policy insightsHandle endogeneity using instrumental variables without fragile assumptionsModel macroeconomic systems using time series and VAR frameworksForecast economic outcomes with realistic uncertainty and scenario analysisAnalyze labor markets, inequality, and household-level data at scaleDesign policy simulations that reveal trade-offs and real impactCreate clear visualizations and reports that decision-makers can act onBuild complete, reproducible economic analysis pipelines in RThis book is for: Economists and policy analysts who need practical modeling toolsData analysts working with economic or financial datasetsGraduate students and professionals in applied econometricsAnyone looking to move from theoretical understanding to real-world executionWhat 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.If your goal is to produce economic analysis that is not only technically correct but also actionable, this book provides the framework to do it.", "item_img_path" : "https://covers2.booksamillion.com/covers/bam/9/79/825/419/9798254196365_b.jpg", "price_data" : { "retail_price" : "20.00", "online_price" : "20.00", "our_price" : "20.00", "club_price" : "20.00", "savings_pct" : "0", "savings_amt" : "0.00", "club_savings_pct" : "0", "club_savings_amt" : "0.00", "discount_pct" : "10", "store_price" : "" } }

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