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Sargent T: Dynamic Programming

Dynamic Programming

Finite States

This book is about research design, specifically concerning research that uses non-experimental data to figure out whether one thing causes another. It is separated into two halves, each with different approaches to that subject. Concepts are demonstrated with a heavy emphasis on graphical intuition and the question of what we do to data.

The Effect: An Introduction to Research Design and Causality is about research design, specifically concerning research that uses non-experimental data to figure out whether one thing causes another. It is separated into two halves, each with different approaches to that subject. The first half goes through the concepts of causality, with very little in the way of estimation. It introduces the concept of identification thoroughly and clearly and discusses it as a process of trying to isolate variation that has a causal interpretation. Subjects include heavy emphasis on data-generating processes and causal diagrams.Concepts are demonstrated with a heavy emphasis on graphical intuition and the question of what we do to data. When we “add a control variable” what does that actually do?

An Introduction to Research Design and Causality

The Effect

Encyclopedia of Optimization

World Scientific Lecture Notes In Economics And Policy

This book attempts to understand the operation and properties of 'market economies'. We do this by carefully examining, refining and in some cases extending the major theorems that Microeconomics has established in response to the Walrasian conjecture. We critically evaluate theorems and results, that assert the existence, uniqueness, stability, optimality and empirical relevance of Walrasian equilibrium states. As a result of our work, we attempt to comment on the wisdom of recommending that socio-economic systems operate as a collection of deregulated competitive markets.

Lectures In General Equilibrium Microeconomics

Series In Mathematical Biology And Medicine

This unique book presents a broad range of data on geometry and topology of long-distance liquid transport networks in nature including circulatory and respiratory systems of mammals, trophic fluid transport systems of animals, and conducting systems of higher plants. It is the very first book where evidence of the common design principles and optimal properties of the transportation networks of vascular plants and animals is provided.The book also provides a comprehensive comparative study of the recent measurement results and data analysis, including unique data obtained by the author to conduct systems of plant leaves of different shapes, sizes, venation types and evolutionary ages. It was shown that the mathematical solutions of the optimization problem for the animal and plant conducting systems lead to the same design principles, despite different physical conditions of the fluid transport.

Optimal Transport Networks In Nature

Statistical Analysis with Python For Dummies

The aim of this textbook is to improve students' ability to formulate economic problems and provide essential mathematical tools for analysis across various contexts. This book presents the author's current understanding of mathematics, shaped by several years of teaching this subject as well as enriched through interactions with his students. To aid students in their learning, the book is written in a manner that better highlights key concepts and provides additional clarity when possible. In this way, it is hoped that students will feel more guided in their study of mathematics and its applications in microeconomics.

Essential Mathematics For Microeconomics: A Student's Guide To Key Mathematical Techniques

Using AI for Intelligent Business Analytics

Transforming Digital Commerce

This textbook offers an applied introduction to the methods of econometrics. Given the increasing importance of empirical analysis in science and the professional world, the book aims&nbsp;to move econometrics beyond&nbsp;its formal mathematical corner and make it accessible to a broader audience. In&nbsp;developing&nbsp;the textbook, the didactic profile was therefore given priority over scientific elegance. Supported by numerous illustrations, detailed verbal explanations, and accompanying numerical examples, both the&nbsp;fundamentals of econometric and&nbsp;more demanding topics are presented in an easily understandable way. The&nbsp;main sections of &nbsp;the Chapters&nbsp;do not use matrix algebra. However,&nbsp;in each chapter’s appendix, ambitious readers will find detailed matrix-algebra-based representations of the material covered in the main sections.

This textbook offers an applied introduction to the methods of econometrics. Given the increasing importance of empirical analysis in science and the professional world, the book aims&nbsp;to move econometrics beyond&nbsp;its formal mathematical corner and make it accessible to a broader audience. In&nbsp;developing&nbsp;the textbook, the didactic profile was therefore given priority over scientific elegance. Supported by numerous illustrations, detailed verbal explanations, and accompanying numerical examples, both the&nbsp;fundamentals of econometric and&nbsp;more demanding topics are presented in an easily understandable way. The&nbsp;main sections of &nbsp;the Chapters&nbsp;do not use matrix algebra. However,&nbsp;in each chapter’s appendix, ambitious readers will find detailed matrix-algebra-based representations of the material covered in the main sections.

An Introduction

Econometrics

Accounting Measurement And Economic Value

Annals of Mathematics Studies

New, broadly applicable, parameter-free techniques for constructing stable quasiperiodic solutions of quasilinear evolution equations This monograph addresses an important problem in mathematical fluid dynamics: constructing stable, long-term solutions to certain quasilinear evolution equations. The authors implement an ingenious scheme for building global quasiperiodic solutions without relying on external parameters, instead exploiting the natural structure of initial data to generate families of stable solutions. This approach offers a more robust framework for studying global solutions of quasilinear PDEs. The book combines techniques from KAM theory, a Nash-Moser iteration scheme, and pseudodifferential calculus, and provides tools that extend beyond the specific SQG context and may prove useful for other evolution equations. Specifically, the authors establish the existence of quasiperiodic patch solutions for the generalized Surface Quasi-Geostrophic (SQG) equation across the parameter range $\alpha \in (1,2)$, in a neighborhood of the disk solution. These solutions exist globally in time without developing singularities, which sheds light on an important question about the behavior of geophysical fluid models. This work provides new insights into global dynamics in a mathematically challenging regime where standard perturbative methods are insufficient. And the techniques developed here offer potential applications to other evolution equations in mathematical physics, making this a valuable resource for researchers in partial differential equations, fluid dynamics, and related fields.

Quasiperiodic Solutions of the Generalized SQG Equation

Routledge Textbooks in Development Economics

This book will guide the reader through both the basic and more advanced methods of impact evaluation, with a particular focus on impact evaluation within evidence-based policy making and in international development. The chapters provide a theoretical discussion of the various topics related to impact evaluation, complemented with exercises, case studies and worked examples drawn from the international development literature. Iconic impact evaluation studies will be used to exemplify the challenges of development impact evaluations.

Impact evaluation is an important tool in research and policy making, as policymakers and donor agencies are under increasing pressure to justify public spending on social and economic interventions. This book will guide the reader through both the basic and more advanced methods of impact evaluation, with a particular focus on impact evaluation within evidence-based policy making and in international development. It will address the design, commissioning, and management of impact evaluations, data management, statistical econometric analyses, and theory-based approaches to impact evaluation. It will also cover other components of evidence-based policy making such as systematic reviews, replication, and ethics in impact evaluation research and practice. The book is organized in four parts, each part divided into stand-alone chapters. The chapters provide a theoretical discussion of the various topics related to impact evaluation, complemented with exercises, case studies and worked examples drawn from the international development literature. Iconic impact evaluation studies will be used to exemplify the challenges of development impact evaluations. The authors have all successfully conducted impact evaluations in developing countries for many years, and the book builds on their experience in in teaching, research, and consulting on development issues. It will be of interest to students of development studies, development economics, political science, public health and other areas in the social sciences, as well as to development professionals and policymakers.

The Essential Guide

Impact Evaluation for International Development

Dynamic Programming

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