Big Data in Economics and Management

Name: Big Data in Economics and Management
Brand: Springer
SKU: 9789819531240
Price: 4003.0 INR
Availability: InStock

by Zheng Zhang , Kun Zhang , Xing Yan

Save 35%

₹4,003.00

₹6,158.00

(-35%)

₹4,003.00

Imported Edition - Ships in 12-14 Days

Free Shipping in India on orders above Rs. 500

Request Bulk Quantity Quote

Name

Quantity

+91

Company Name

Message

Quantity

More Information

ISBN13: 9789819531240
Binding: Hardcover
Subject: N/A
Publisher: Springer
Publisher Imprint: Springer
Publication Date: March 29, 2026
Pages: 218
Original Price: EUR 54.49
Language: English
Edition: N/A
Item Weight: 551 grams
BISAC Subject(s): Statistics

About The Book

Part I Causal Inference in Economics.- 1 Causal Inference for A Discrete Treatment.- 1.1 Basic Framework.- 1.2 Causal Inference based on Covariate Balancing Calibration.- 1.3 Causal Inference based on Semi-supervised Data.- 1.4 Causal Inference based on Neural Networks.- 2 Causal Inference for A Continuous Treatment.- 2.1 Basic Framework.- 2.2 Semiparametric Efficiency Bound.- 2.3 Maximum Entropy Weighting.- 2.4 Efficient Estimation Results.- 2.5 Model Specification Tests.- 2.6 Nonparametric Estimation of ATE.- 2.7 Nonparametric Estimation of Distributional and Quantile Treatment Effects.- 2.8 Testing Distributional Effects.- 2.9 Empirical Study: Presidential Campaign Data.- 3 Causal Inference with Measurement Errors.- 3.1 Basic Framework.- 3.2 Estimation Method.- 3.3 Large Sample Properties.- 3.4 Select the Smoothing Parameters.- 3.5 Real Data Example.- Part II Financial Model Computing and Decisions.- 4 Efficient Computing for High-Dimensional Econometric Models.- 4.1 Introduction.- 4.2 Asset-splitting algorithm for portfolio selection.- 4.3 Feature-splitting algorithm for PQR.- 4.4 Numerical study.- 4.5 Conclusion and discussion.- 4.6 Appendix.- Part III Financial Risk Management.- 5 Bootstrap-based Budget Allocation for Nested Simulation.- 5.1 Introduction.- 5.2 Backgrounds.- 5.3 A Sample-Driven Budget Allocation Method.- 5.4 Appendix.- 6 Constructing Confidence Intervals for Nested Simulation.- 6.1 Introduction.- 6.2 Formulations.- 6.3 Confidence Intervals.- 7 Deep Probabilistic Forecasting for Market Risks.- 7.1 Background of Market Risk Forecasting.- 7.2 Background of Uncertainty Quantification in Machine Learning.- 7.3 Deep Sequential Learning of Conditional Heavy-Tailed Distributions.- 7.4 Ensemble Multi-Quantile Regression with Deep Learning.- Appendix.- References.

About The Author

Zheng Zhang is an Associate Professor (with tenure) at the Institute of Statistics and Big Data, Renmin University of China. He earned a Ph.D. in 2015 from the Department of Statistics, Chinese University of Hong Kong. His research fields mainly focus on causal inference and econometrics.

Kun Zhang is an Assistant Professor at the Institute of Statistics and Big Data, Renmin University of China. He obtained a bachelor degree in Mathematics and Applied Mathematics, master degree in Probability Theory from Beijing Normal University, and doctoral degree in Management Science from City University of Hong Kong. His research interests include stochastic simulation, machine learning, financial engineering and risk management.

Xing Yan is an Assistant Professor at the Institute of Statistics and Big Data, Renmin University of China. He obtained his Ph.D. degree from the Chinese University of Hong Kong in 2019. He works at the intersection of AI and finance. He does research on problems in the areas of financial engineering and FinTech such as risk management, asset pricing, quantitative investments, and derivatives, with machine learning and data science methodologies. His research interests also include generative learning, causal learning, OOD generalization, and uncertainty quantification in machine learning.

Songshan Yang is an Assistant Professor at the Institute of Statistics and Big Data, Renmin University of China. He obtained a bachelor degree in Statistics from Beijing Normal University, and doctoral degree in Statistics from Pennsylvania State University. His research interests include high dimensional data analysis, statistical optimization, machine learning and applications of statistical models in finance, physiology and psychology.

Yuqian Zhang is an Assistant Professor at the Institute of Statistics and Big Data, Renmin University of China. He obtained his Ph.D.from the University of California San Diego in 2022 and a bachelor's degree from Wuhan University in 2016. His research focuses on theory and methodology in causal inference, missing data problems, semi-supervised inference, high-dimensional statistics, and machine learning.

Trusted for over 49 years

Family Owned Company

Secure Payment

All Major Credit Cards/Debit Cards/UPI & More Accepted

New & Authentic Products

India's Largest Distributor

Need Support?

Whatsapp Us

Related Category

business & economics > statistics

Bestselling

View All

Atomic Habits (Lead Title)

Clear, James

₹585

₹899

(-35%)

₹585

• Author(s): Clear | James • Publisher: Penguin • Publisher Imprint: Penguin Random House • Subject: General Books

Diary of a Wimpy Kid: Partypooper (Book 20)

Jeff Kinney

₹455

₹699

(-35%)

₹455

• Author(s): Jeff Kinney • Publisher: Penguin Random House Children's UK • Publisher Imprint: Penguin Random House Children's UK • BISAC: Comics & Graphic Novels - Humorous

Satoshi Yagisawa

₹260

₹399

(-35%)

₹260

• Author(s): Satoshi Yagisawa • Publisher: Bonnier Books Ltd • Publisher Imprint: Bonnier Books Ltd

Sudha Murty

₹179

₹275

(-35%)

₹179

• Author(s): Sudha Murty • Publisher: India Puffin • Publisher Imprint: India Puffin • BISAC: Action & Adventure - General

Rich Dad Poor Dad: What the Rich Teach Their Kids about Money That the Poor and Middle Class Do Not!

₹390

₹599

(-35%)

₹390

• Publisher: Penguin • Publisher Imprint: Penguin Random House • Subject: General Books • BISAC: Personal Finance - GeneralApril of 2022 marks a 25-year milestone for the personal finance classic Rich Dad Poor Dad that still ranks as the #1 Pers...

View full details

Viktor E. Frankl

₹260

₹399

(-35%)

₹260

• Author(s): Viktor E. Frankl • Publisher: Random House • Publisher Imprint: Random Hou • Subject: Medical, Nursing and Health Sciences

Bacchon KI Doctor's Desi Parenting Book: A Doctor-Mom's Guide to Milk, Myths, Motherhood and More

Madhavi Bharadwaj

₹260

₹399

(-35%)

₹260

• Author(s): Madhavi Bharadwaj • Publisher: PRH India • Publisher Imprint: Penguin Ebury Press • BISAC: Parenting - MotherhoodWelcome to the wild, messy, wonderful world of parenting--where the nights are long, the diapers are explosive, and unso...

View full details

The Outsider

Vir Das

₹455

₹699

(-35%)

₹455

• Author(s): Vir Das • Publisher: HarperCollins Publishers India • Publisher Imprint: HarperCollins Publishers India • BISAC: Entertainment & Performing ArtsComedian and actor Vir Das is beloved (by some, tolerated by others, blocked by a few...

View full details

The Very Hungry Caterpillar

Eric Carle

₹293

₹450

(-35%)

₹293

• Author(s): Eric Carle • Publisher: Penguin Books, Limited (UK) • Publisher Imprint: Penguin Books, Limited (UK) • BISAC: Animals - Butterflies, Moths & CaterpillarsEric Carle's The Very Hungry Caterpillar is a perennial favourite with child...

View full details

Too Good to Be True : A smart, funny will-they-won’t-they romance by mostlysane

Prajakta Koli

₹260

₹399

(-35%)

₹260

• Author(s): Prajakta Koli • Publisher: Harper Fiction India • Publisher Imprint: Harper Fiction India • BISAC: Romance - ContemporaryWinner of the Amazon India Popular Choice Debut Book 2025 Award. From one of India's most-loved creators comes s...

View full details

Big Data in Economics and Management

Related Category

Bestselling

Country

Country