Financial, Macro and Micro Econometrics Using R (inbunden)
Format
Inbunden (Hardback)
Språk
Engelska
Antal sidor
349
Utgivningsdatum
2020-01-20
Förlag
North Holland
Medarbetare
D.Vinod, Hrishikesh / Rao, C.R.
Illustrationer
Color illustrations
Volymtitel
Volume 42
Dimensioner
229 x 152 x 21 mm
Vikt
636 g
Antal komponenter
1
Komponenter
1314:Standard Color 6 x 9 in or 229 x 152 mm Case Laminate on White w/Gloss Lam
ISBN
9780128202500
Financial, Macro and Micro Econometrics Using R (inbunden)

Financial, Macro and Micro Econometrics Using R

Inbunden Engelska, 2020-01-20
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Financial, Macro and Micro Econometrics Using R, Volume 42, provides state-of-the-art information on important topics in econometrics, includingmultivariate GARCH, stochastic frontiers, fractional responses, specification testing and model selection, exogeneity testing, causal analysis and forecasting, GMM models, asset bubbles and crises, corporate investments, classification, forecasting, nonstandard problems, cointegration,financial market jumps and co-jumps, among other topics.

  • Presents chapters authored by distinguished, honored researchers who have received awards from the Journal of Econometrics or the Econometric Society
  • Includes descriptions and links to resources and free open source R
  • Gives readers what they need to jumpstart their understanding on the state-of-the-art
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Övrig information

C. R. Rao is a world famous statistician who earned a place in the history of statistics as one of those "who developed statistics from its adhoc origins into a firmly grounded mathematical science." He was employed at the Indian Statistical Institute (ISI) in 1943 as a research scholar after obtaining an MA degree in mathematics with a first class and first rank from Andhra University in1941 and MA degree in statistics from Calcutta University in 1943 with a first class, first rank, gold medal and record marks which remain unbroken during the last 73 years. "At the age of 28 he was made a full professor at ISI in recognition of his creativity." While at ISI, Rao went to Cambridge University (CU) in 1946 on an invitation to work on an anthropometric project using the methodology developed at ISI. Rao worked in the museum of archeology and anthropology in Duckworth laboratory of CU during 1946-1948 as a paid visiting scholar. The results were reported in the book "Ancient Inhabitants of Jebel Moya" published by the Cambridge Press under the joint authorship of Rao and two anthropologists. On the basis of work done at CU during the two year period, 1946-1948, Rao earned a Ph.D. degree and a few years later Sc.D. degree of CU and the rare honor of life fellowship of Kings College, Cambridge. He retired from ISI in 1980 at the mandatory age of 60 after working for 40 years during which period he developed ISI as an international center for statistical education and research. He also took an active part in establishing state statistical bureaus to collect local statistics and transmitting them to Central Statistical Organization in New Delhi. Rao played a pivitol role in launching undergraduate and postgraduate courses at ISI. He is the author of 475 research publications and several breakthrough papers contributing to statistical theory and methodology for applications to problems in all areas of human endeavor. There are a number of classical statistical terms named after him, the most popular of which are Cramer-Rao inequality, Rao-Blackwellization, Rao's Orthogonal arrays used in quality control, Rao's score test, Rao's Quadratic Entropy used in ecological work, Rao's metric and distance which are incorporated in most statistical books. He is the author of 10 books, of which two important books are, Linear Statistical Inference which is translated into German, Russian, Czec, Polish and Japanese languages,and Statistics and Truth which is translated into, French, German, Japanese, Mainland Chinese, Taiwan Chinese, Turkish and Korean languages. He directed the research work of 50 students for the Ph.D. degrees who in turn produced 500 Ph.D.'s. Rao received 38 hon. Doctorate degree from universities in 19 countries spanning 6 continents. He received the highest awards in statistics in USA,UK and India: National Medal of Science awarded by the president of USA, Indian National Medal of Science awarded by the Prime Minister of India and the Guy Medal in Gold awarded by the Royal Statistical Society, UK. Rao was a recipient of the first batch of Bhatnagar awards in 1959 for mathematical sciences and and numerous medals in India and abroad from Science Academies. He is a Fellow of Royal Society (FRS),UK, and member of National Academy of Sciences, USA, Lithuania and Europe. In his honor a research Institute named as CRRAO ADVANCED INSTITUTE OF MATHEMATICS, STATISTICS AND COMPUTER SCIENCE was established in the campus of Hyderabad University. Hrishikesh D. Vinod is a Ph. D. in economics from Harvard University, who has published over 200 research papers in refereed journals in Economics and Statistics. His R books include: (i) Hands-On Intermediate Econometrics Using R, (ii) Hands-on Matrix Algebra Using R, (World Scientific Publishers: Hackensack), and (iii) Advances in Social Science Research Using R. (Springer). His Wiley Interscience book (joint with D. P. Reagle) is entitled

Innehållsförteckning

Part I: Finance 1. Financial econometrics and big data: A survey of volatility estimators and tests for the presence of jumps and co-jumps Arpita Mukherjee, Weijia Peng, Norman R. Swanson and Xiye Yang 2. Real time monitoring of asset markets: Bubbles and crises Peter C.B. Phillips and Shuping Shi 3. Component-wise AdaBoost algorithms for high-dimensional binary classification and class probability prediction Jianghao Chu, Tae-Hwy Lee and Aman Ullah

Part II: Macro Econometrics 4. Mixed data sampling (MIDAS) regression models Eric Ghysels, Virmantas Kvedaras and Vaidotas Zemlys-Balevicius 5. Encouraging private corporate investment in India Hrishikesh Vinod, Honey Karun and Lekha S. Chakraborty 6. High-mixed frequency forecasting methods in R-With applications to Philippine GDP and inflation Roberto S. Mariano and Suleyman Ozmucur 7. Nonlinear time series in R: Threshold cointegration with tsDyn Matthieu Stigler

Part III: Micro Econometrics 8. Econometric analysis of productivity: Theory and implementation in R Robin C. Sickles, Wonho Song and Valentin Zelenyuk 9. Stochastic frontier models using R Giancarlo Ferrara