Modelling Financial Time Series with S-PLUS by Eric Zivot

Posted by

By Eric Zivot

The sphere of economic econometrics has exploded during the last decade This publication represents an integration of idea, tools, and examples utilizing the S-PLUS statistical modeling language and the S+FinMetrics module to facilitate the perform of monetary econometrics. this can be the 1st ebook to teach the ability of S-PLUS for the research of time sequence facts. it really is written for researchers and practitioners within the finance undefined, educational researchers in economics and finance, and complicated MBA and graduate scholars in economics and finance. Readers are assumed to have a easy wisdom of S-PLUS and an effective grounding in easy information and time sequence ideas. Eric Zivot is an affiliate professor and Gary Waterman amazing pupil within the Economics division on the college of Washington, and is co-director of the nascent expert Master's application in Computational Finance. He on a regular basis teaches classes on econometric idea, monetary econometrics and time sequence econometrics, and is the recipient of the Henry T. Buechel Award for awesome instructing. he's an affiliate editor of the magazine of industrial and financial information and reports in Nonlinear Dynamics and Econometrics. He has released papers within the major econometrics journals, together with Econometrica, Econometric concept, the magazine of commercial and fiscal records, magazine of Econometrics, and the overview of Economics and information. Jiahui Wang is a learn Scientist at Insightful company. He obtained a Ph.D. in Economics from the college of Washington in 1997. He has released in major econometrics journals similar to Econometrica and magazine of commercial and fiscal data, and is the relevant Investigator of nationwide technological know-how origin SBIR delivers. In 2002 Dr. Wang was once chosen as one of many "2000 notable students of the twenty first Century" through overseas Biographical Centre.

Show description

Read or Download Modelling Financial Time Series with S-PLUS PDF

Similar econometrics books

Hard-to-Measure Goods and Services: Essays in Honor of Zvi Griliches

The distinguished economist Zvi Griliches’s whole profession should be seen as an try and improve the reason for accuracy in monetary dimension. His curiosity within the motives and outcomes of technical growth resulted in his pathbreaking paintings on cost hedonics, now the critical analytical procedure to be had to account for alterations in product caliber.

Complex Systems in Finance and Econometrics

Complicated structures in Finance and Econometrics is an authoritative connection with the fundamental instruments and ideas of complexity and platforms idea as utilized to an figuring out of complicated, financial-based company and social platforms. Fractals, nonlinear time sequence modeling, mobile automata, video game thought, community idea and statistical physics are one of the crucial instruments and methods for predicting, tracking, comparing, coping with, and decision-making in quite a lot of fields from health and wellbeing care, poverty relief, and effort and the surroundings, to production and caliber coverage, version construction, organizational studying.

Research in the History of Economic Thought and Methodology, Volume 25A: A Research Annual (Research in the History of Economic Thought and Methodology) ... History of Economic Thought and Methodology)

The sequence offers fabrics in fields, the historical past of financial concept, and the method of economics, either widely thought of. the most annual volumes current articles such as what one could locate in a magazine, other than that lengthy items are welcome. additionally awarded are evaluation essays on new works within the fields, a few of that are a number of studies; plus occasional mini-symposia.

The Gini Methodology: A Primer on a Statistical Methodology

Gini's suggest distinction (GMD) was once first brought by way of Corrado Gini in 1912 as a substitute degree of variability. GMD and the parameters that are derived from it (such because the Gini coefficient or the focus ratio) were in use within the zone of source of revenue distribution for nearly a century. In perform, using GMD as a degree of variability is justified each time the investigator isn't really able to impose, with no wondering, the handy global of normality.

Additional info for Modelling Financial Time Series with S-PLUS

Sample text

Springer. 3. Venables, W. N. and B. D. Ripley (2001). S Programming. Springer-Verlag, New York. edu/DOS/S. 1 Introduction Time series data may be stored, manipulated and visualized in a variety of ways in S-PLUS1 . This chapter discusses the basics of working with financial time series data in the form of S-PLUS “timeSeries” objects. It begins with a discussion of the specification of “timeSeries” and “timeDate” objects in S-PLUS and gives examples of how to specify common “timeDate” sequences for financial time series.

The consumer price level (CPI). dat. The CPI data, however, is only available monthly. dat) [1] Nov 2001 and represents the average overall price level during the month but is recorded at the end of the month. 9 To compute real daily prices on Microsoft stock, the monthly CPI data in the “timeSeries” object cpi must be disaggregated to daily data. This disaggregation may be done in a number of ways. For example, the CPI for every day during the month of January, 1991 may be defined as the monthly CPI value for December, 1990 or the monthly CPI value for January, 1991.

75 8913700 High frequency data, however, is often recorded using nonstandard time formats. price contains the transaction price in dollars. origin=c(month=12,day=1,year=1999),zone="GMT") > td[1:2] [1] 12/1/99 9:33:32 AM 12/1/99 9:33:34 AM The function timeDate can create a “timeDate” sequence using Julian date and millisecond information. origin, and the argument ms takes an integer vector containing the number of milliseconds since midnight. origin is specified as December 1, 1999 and the optional argument zone is used to set the time zone to GMT.

Download PDF sample

Rated 4.94 of 5 – based on 49 votes