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TIME SERIES ANALYSIS AND TRENDS BY USING SPSS PROGRAMME

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TIME SERIES ANALYSIS AND TRENDS BY USING SPSS PROGRAMME

837 Theory Trend and prediction of time series can be computed by using ARIMA model. ARIMA (p,d,q) model is complex a linear model. There are three parts (they do not have to

http://www.opf.slu.cz/vvr/akce/turecko/pdf/Kocurkova.pdf

Date added: November 19, 2011 - Views: 278

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Time-Series Analysis

Time-series analysis has its own unique jargon and sometimes uses familiar terms in ways that are different from uses in other statistical techniques. ... SAS and SPSS each have a single program for ARIMA time-series modeling. SPSS has additional pro-

http://wps.ablongman.com/wps/media/objects/2829/2897573/ch18.pdf

Date added: November 11, 2011 - Views: 122

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IBM SPSS Forecasting - Dynelytics - 15 Jahre Expertise als ...

IBM SPSS Forecasting is available for installation as client- ... SPSS ® Statistics ... • Specify custom ARIMA models, which produce maximum . likelihood estimates for seasonal and nonseasonal univariate models

http://www.spss.ch/upload/1316087254_SPSS%20Forecasting%2020.pdf

Date added: October 9, 2012 - Views: 8

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The ARIMA Procedure - Oklahoma State University–Stillwater

Chapter 7 The ARIMA Procedure Overview The ARIMA procedure analyzes and forecasts equally spaced univariate time se-ries data, transfer function data, and intervention data using the AutoRegressive

http://www.okstate.edu/sas/v8/saspdf/ets/chap7.pdf

Date added: December 26, 2011 - Views: 67

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Time Series Analysis - Welcome to IASRI - a premier institute ...

Time-Series Analysis V-16 A statistical test for stationarity is the most widely used Dickey Fuller test. To carry out the test, estimate by OLS the regression model

http://www.iasri.res.in/ebook/EBADAT/5-Modeling%20and%20Forecasting%20Techniques%20in%20Agriculture/2-time_series_analysis_22-02-07_revised.pdf

Date added: January 6, 2012 - Views: 96

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IBM SPSS Forecasting 22 - University of Vermont

ARIMA(1,0,0), f>0 ACF PACF 30 IBM SPSS Forecasting 22. Table 5. ARIMA(1,0,0), f<0 ACF PACF ARIMA(1,0,1), <0, >0 ACF PACF ARIMA(2,0,0), 12 >0 ACF PACF Chapter 8. Guide to ACF/PACF Plots 31. Table 6. ARIMA(0,1,0) (integrated series) ACF 32 IBM SPSS Forecasting 22.

http://library.uvm.edu/services/statistics/SPSS22Manuals/IBM%20SPSS%20Forecasting.pdf

Date added: April 9, 2014 - Views: 1

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IBM SPSS Forecasting

IBM Software IBM® SPSS ... • Automatically determine the best-fitting ARIMA or exponential smoothing model for your time-series data • Model hundreds of different time series at once, rather than having to run the procedure for one variable at a time

http://www.spss.com.ar/es/statistics/forecasting/v19_forescasting.pdf

Date added: November 22, 2011 - Views: 20

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SPSS - Harvard University

time point and the next; SPSS Trends ! ARIMA - produces maximum likelihood estimates for seasonal and non-seasonal univariate models; SPSS Trends ! Binary Logistic Regression - regresses a dichotomous dependent variable on a set of independent

http://www.hks.harvard.edu/fs/pnorris/Acrobat/SPSS%20menus.pdf

Date added: October 22, 2011 - Views: 92

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IBM SPSS Forecasting 19 - University of North Texas

ARIMA model with autoregressive lags of orders 1, 3, and 6; or a transfer function with ... Appendix D in IBM SPSS Forecasting 19. E Select Reestimate from data. To incorporate new values of your time series into forecasts, the Apply Time Series Models

http://www.unt.edu/rss/class/Jon/SPSS_SC/Manuals/v19/IBM%20SPSS%20Forecasting%2019.pdf

Date added: February 28, 2012 - Views: 13

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SPSS Trends™ 13 - University of California, Los Angeles

Preface SPSS 13.0 is a comprehensive system for analyzing data. The Trends optional add-on module provides the additional analytic techniques described in this manual.

http://www.sscnet.ucla.edu/labs/SPSS13/SPSSTrends13.0.pdf

Date added: March 17, 2012 - Views: 11

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FORECASTING SUGARCANE PRODUCTION IN INDIA WITH ARIMA MODEL

ARIMA method is an extrapolation method for forecasting and, like any other such method, it ... Model parameters were estimated using SPSS package. Results of estimation are reported in table 3. The model verification is concerned with checking the residuals of the model

http://interstat.statjournals.net/YEAR/2005/articles/0510002.pdf

Date added: May 15, 2012 - Views: 7

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Doing Multiple Regression with SPSS Multiple Regression for ...

1 Doing Multiple Regression with SPSS Multiple Regression for Data Already in Data Editor Next we want to specify a multiple regression analysis for these data.

http://www.math.ou.edu/~mcknight/4753/spss/SPSS9.pdf

Date added: November 9, 2011 - Views: 122

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Improve your forecasts with powerful time-series data ...

SPSS Tr e n d s ™ 1 1 . 0 ® Win new business Realize a program’s impact on product sales with ARIMA/I n t e r v e n t i o n a n a l y s i s . Increase

http://www.spss.ch/upload/1043407686_SPSS%2011%20Trends%200801.pdf

Date added: May 14, 2013 - Views: 5

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IBM SPSS Forecasting 20 - California State University, Northridge

ARIMA model with autoregressive lags of orders 1, 3, and 6; or a transfer function with ... Appendix D in IBM SPSS Forecasting 20. E Select Reestimate from data. To incorporate new values of your time series into forecasts, the Apply Time Series Models

http://www.csun.edu/sites/default/files/forecasting20-64bit.pdf

Date added: February 5, 2013 - Views: 11

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Interrupted time series (ITS) analyses - Cochrane Collaboration

Interrupted time series analyses 2013 08 12 2 Introduction In interrupted time series (ITS) studies data are collected at multiple time points before and

http://epoc.cochrane.org/sites/epoc.cochrane.org/files/uploads/21%20Interrupted%20time%20series%20analyses%202013%2008%2012.pdf

Date added: August 30, 2013 - Views: 5

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MODELING AND FORECASTING PAKISTNAN'S INFLATION BY USING TIME ...

TIME SERIES ARIMA MODELS MUHAMMAD ABDUS SALAM* SHAZIA SALAM** METE FERIDUN*** ... The E-VIEWS, SPSS and Excel as the main statistical software’s for estimation purpose have been employed. The research will be conducted in four stages, a detail of

http://www.unagaliciamoderna.com/eawp/coldata/upload/Pakistans%20Inflaction_Arima%20Model.pdf

Date added: February 11, 2012 - Views: 11

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SPSS Forecasting 17 - University of Edinburgh

Preface SPSS Statistics 17.0 is a comprehensive system for analyzing data. The Forecasting optional add-on module provides the additional analytic techniques described in this

http://www.docs.is.ed.ac.uk/skills/documents/3663/SPSSForecasting17.0.pdf

Date added: September 26, 2012 - Views: 36

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Testing the Assumptions of Pooled Time Series Cross-Sectional ...

determined if both ARIMA time series and interrupted time series analyses report similar findings after manipulating the data set. The following sections of this ... using SPSS. The variance inflationary factor (VIF), provided by the SPSS program, checks

http://www.angelfire.com/tn3/rstanley/Publications/ARIMA.PDF

Date added: October 14, 2011 - Views: 20

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Data Analysis using SPSS for Managers and Researchers

• Analysis of variance for testing the equality of several population means with one-way, two-way and factorial designs • be familiar with time series models ARIMA, ARCH and GARCH and their implementation

http://summerschool.iba.edu.pk/course_outlines/Summer_School_2014/Data_Analysis_using_SPSS_for_Managers_and_Researchers.pdf

Date added: May 17, 2014 - Views: 2

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IBM SPSS Forecasting 21 - University of Sussex

IBM SPSS Forecasting 21. Note: Before using this information and the product it supports, read the general information ... ARIMA model with autoregressive lags of orders 1, 3, and 6; or a transfer function with numeratorlagsoforders2,5,and8.

http://www.sussex.ac.uk/its/pdfs/SPSS_Forecasting_21.pdf

Date added: August 18, 2013 - Views: 8

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Time Series Forecasting by using Seasonal Autoregressive ...

statistical software such as MINITAB and SPSS only has facility to fit a multiplicative model. ... The model identification step to determine the order of ARIMA model was done by using MINITAB program and the model estimation step used SAS program to test whether the model consisted of

http://thescipub.com/pdf/10.3844/jmssp.2011.20.27

Date added: February 27, 2012 - Views: 32

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Forecasting of Areca Nut (Areca catechu) Yield Using Arima ...

Keywords: Mean square error, Nonlinear, ARIMA, SPSS, AIC, BIC 1. Introduction Many methods and approaches for formulating forecasting models are available in the literature. This research exclusively deals with time series forecasting model, in

http://www.ijsr.net/archive/v3i7/MTIwNzE0MTE=.pdf

Date added: September 19, 2014 - Views: 1

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SPSS Advanced Statistics 17 - Harvard University

Preface SPSS Statistics 17.0 is a comprehensive system for analyzing data. The Advanced Statistics optional add-on module provides the additional analytic techniques described

http://www.hks.harvard.edu/fs/pnorris/Classes/A%20SPSS%20Manuals/SPSS%20Advanced%20Statistics%2017.0.pdf

Date added: October 28, 2011 - Views: 159

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IBM SPSS Forecasting - Smart Vision - Europe

IBM SPSS Forecasting • IBM SPSS Forecasting is the SPSS time series module. A time series is a set of observations obtained by measuring a single variable regularly over time. ... ARIMA or exponential smoothing model manually, ...

http://www.sv-europe.com/wp-content/uploads/2011/08/IBM-SPSS-Forecasting.pdf

Date added: April 21, 2014 - Views: 1

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SPSS/PC + Trends - JSTOR

SPSS/PC + Trends Available from SPSS Inc., Suite 3000, 444 North Michigan Avenue, Chicago, IL 60611, (312) 329- 2400. ... ARIMA (SARIMA) and multiplicative models is included also. 4. Transfer Function and Multivariate Models

http://www.jstor.org/stable/2685175

Date added: February 14, 2014 - Views: 2

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newey — Regression with Newey–West standard errors

Newey–West (1987) variance estimator is an extension that produces consistent estimates when there is autocorrelation in addition to possible heteroskedasticity. ... [TS] arimaARIMA, ARMAX, and other dynamic regression models [TS] ...

http://www.stata.com/manuals13/tsnewey.pdf

Date added: August 4, 2013 - Views: 13

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For those who have found SPSS a bit frustrating, two patches ...

For those who have found SPSS 16 a bit frustrating, two patches bringing the application on Windows and Mac OSX to version 16.0.2 might bring some welcome

http://web.uconn.edu/slg/software/resources/SPSS%2016%20patches.pdf

Date added: February 22, 2012 - Views: 12

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Windows Install Instructions SPSS 20 - Information Technology ...

Installing)IBM)SPSSStatistics)20)orAMOS)20forWindowsfrom)CD) The)instructions)are)virtually)identical)for)IBM)SPSSStatistics)or)AMOS.))They)are)writtenfor)SPSS,)but)apply)equally)to

http://its.uncg.edu/Software/Available/SPSS/SPSS_for_Windows.pdf

Date added: May 22, 2013 - Views: 9

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Time Series Analysis and Forecasting with IBM SPSS ...

SPSS users who are interested in getting up to speed quickly and efficiently using the SPSS forecasting capabilities. ... ARIMA models ARIMA models ARIMA models Applying a model to new data Applying a model to new data Applying a model to new data

http://store.globalknowledge.net/course-overviews/ES/0G096G.pdf

Date added: September 19, 2014 - Views: 1

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Statistical Analysis - SPSS

Familiarity with IBM SPSS Statistics including variable definition, enter-ing and editing data, opening and saving data ... - ARIMA (Box-Jenkins) models Modeling seasonal data - Exponential smoothing models for seasonal data - Seasonal decomposition

http://www.spss.ie/training/courses/SA7.pdf

Date added: May 29, 2013 - Views: 3

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SPSS TRAINING COURSES - Centre for Applied Learning and ...

SPSS BI (Malaysia) Sdn Bhd (488255T) Telephone: 603 - 6203 2300 Suite C-12 ... regression method and ARIMA modeling (Modules Used: SPSS Base, Trends) ADVANCED LEVEL 1. MULTIVARIATE DATA ANALYSIS USING SPSS (RM1,200/- per person)

http://www.calm.unimas.my/images/stories/spss%20courses%20listing%202006.pdf

Date added: May 11, 2013 - Views: 8

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Shannen L. Robson and Geoff Matthews - Utah Valley University

were conducted using SPSS (ARIMA module of SPSS Trends, v. 14) statistical software. We allowed the automated process in Expert Modeler in SPSS trends to determine the best model. Utah Valley University Mixed models References

http://www.uvu.edu/iri/documents/surveys_and_studies/air2011_poster.pdf

Date added: June 27, 2014 - Views: 1

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A Study on Forecasting Prices of Groundnut Oil in Delhi by ...

An ARIMA model was estimated using the SPSS 16.0 statistical package. The model [27] ... Source: Processing with use Statistical Package for Social Sciences Table 6: Observed and predikted prices of Groundnut oil in Delhi. Source: ...

http://ageconsearch.umn.edu/bitstream/157527/2/agris_on-line_2013_3_mishra_singh.pdf

Date added: October 19, 2013 - Views: 1

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ARIMA modelling of birth data

ARIMA modelling of birth data L. M. HAINES1, W. P. MUNOZ2 & C. J. VAN GELDEREN2, 'University of Natal and 2Baragwanath Hospital ... spss* 0.630 0'627 1860.4 0.625 0.903 f 0.058 k 0.060 f0.048 f 0.018 1531.71$ STATGRAPHICS* 0.628 0'626 1860.4

http://www.tandfonline.com/doi/pdf/10.1080/02664768900000007

Date added: September 19, 2014 - Views: 1

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SPSS Trends 10

SPSS ® 10.0 is a powerful ... The SPSS Trends ARIMA procedure uses a state-of-the-art max-imum-likelihood estimation algorithm that is unique in being able to handle imbedded missing data. It does so with a technique called Kalman filtering, which requires consid-

http://site.iugaza.edu.ps/nbarakat/files/2010/02/SPSS_Trends_10.0.pdf

Date added: June 13, 2013 - Views: 10

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Time series analysis and forecasting

like SPSS and R. At the end of the course a number of case studies will be presented and discussed by the participants. Subjects ... (ARMA, ARIMA, SARIMA) and for multivariate time series models (transfer function and XARIMA-models).

http://www.pao-tudelft.nl/doc.ashx?1399

Date added: August 17, 2013 - Views: 2

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Forecast Update: Will 2014 be the Beginning of the End for ...

ARIMA Forecasting I forecast the use of R, SAS, SPSS and Stata five years into the future usingRob Hyndman’s forecast package and the default settings of its auto.arima function.

http://www.ernestoamaral.com/docs/dcp854b-132/End_SAS_SPSS.pdf

Date added: September 13, 2013 - Views: 1

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PASW® Forecasting 18 - University of North Texas

4 Chapter 2 Stationarity. For custom ARIMA models, the time series to be modeled should be stationary. The most effective way to transform a nonstationary series into a stationary one is through a

http://www.unt.edu/rss/class/Jon/SPSS_SC/Manuals/v18/PASW%20Forecasting%2018.pdf

Date added: May 4, 2012 - Views: 15

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Time Series Analysis and Forecasting with IBM SPSS ...

Time Series Analysis and Forecasting with IBM SPSS Forecasting - ILT Duration: 3 Days Course Code: 0G096G ... Automatic forecasting with the Expert ARIMA models Transfer functions in ARIMA Modeler Applying a model to new data Automatic forecasting of several time

http://store.globalknowledge.net/course-overviews/UK/0G096G.pdf

Date added: August 17, 2013 - Views: 1

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SPSS Trends™ 16 - Marketing Forge

Preface SPSS 16.0 is a comprehensive system for analyzing data. The SPSS Trends optional add-on module provides the additional analytic techniques described in this manual.

http://www.marketing-forge.com/Downloads/D_section/SPSS/SPSS_Trends_16.0.pdf

Date added: August 2, 2013 - Views: 1

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ISUES IN UNIVARIATE FORECASTING - International Institute of ...

ISSUES IN UNIVARIATE FORECASTING 1 By Rohaiza Zakaria1, ... ARIMA Identification: ... Coefficients Java Excel SPSS Constant, b 0 40.5781 40.5781 40.578 Slope, b 1 1.0979 1.0979 1.098. Findings: Yearly data –Holt’s technique 24

http://www.forecasters.org/submissions/zakariarohaizaISF2011.pdf

Date added: January 28, 2013 - Views: 7

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PASW Statistics GradPack Pricing Specifications Create Your ...

Statistics, SPSS Categories ... which ARIMA (autoregressive integrated moving average) process or exponential smoothing model best fits your time-series and independent variables, eliminating selection through trial and error. PASW Missing Values

http://www.hawaii.edu/sitelicense/spss/gradpackflyer.pdf

Date added: March 10, 2014 - Views: 2

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> Time Series Analysis and Forecasting with IBM SPSS Forecasting

SPSS users who are interested in getting up to speed quickly and efficiently using the SPSS forecasting capabilities. ... ARIMA models 10. Applying a model to new data 11. Seasonal decomposition 12. Modeling seasonality 13. Intervention analysis

http://www.sift.com.sg/sites/default/files/course/0G096%20Time%20Series%20Analysis%20and%20Forecasting%20with%20IBM%20SPSS%20Forecasting.pdf

Date added: March 14, 2014 - Views: 3

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Outliers in Time Series - Census

OUTLIERS IN TIME SERIES J. Peter But-man Mark C. Otto University of Kent Statistical Research Division at Canterbury Bureau of the Census ... ARIMA Models and Number of Outliers No. of Outliers Ext. Consistently Totala Causes Identifiedb . 7

http://www.census.gov/srd/papers/pdf/rr88-14.pdf

Date added: November 10, 2011 - Views: 32

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MRSA reanalysis.sav' PREDICT THRU END. - Cochrane Collaboration

ARIMA Model Parameters t Constant AR Lag 1 No Transformation No Transformation Numerator Lag 0 No Transformation Numerator Lag 0 No Transformation Numerator Lag 0 Outcomes Phase pre24 post24 Outcomes-Model_1-12.213-7.664.522-.254 40.200 ARIMA Model Parameters Sig.

http://epoc.cochrane.org/sites/epoc.cochrane.org/files/uploads/21a%20SPSS%20time%20series%20analysis.pdf

Date added: October 19, 2013 - Views: 1

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Statistical Analysis using SPSS

Statistical Analysis using SPSS For Practicing Analysts, Managers, Engineers, Professionals & Administrators Course Outline ... ARIMA Model Parameter Table & Interpretation Experimenting Predictors Seasonal Decomposition Models

http://pacegurus.com/files/PACE%20Brochure%20-%20SPSS.pdf

Date added: December 12, 2013 - Views: 3

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The Best Statistics for Spesific Applications

SPSS Product ANOVA models X X X X SPSS Base AREG X SPSS Trends ARIMA X SPSS Trends Binary Logistic Regression X X SPSS Regression Models Bivariate (Correlate) X X SPSS Base CHAID X X X X X AnswerTree Cluster X ...

http://www.spss.co.id/brosur/English/The%20Best%20Statistics%20for%20Spesific%20Applications.pdf

Date added: May 24, 2013 - Views: 6

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Using Analysis of Time Series to Forecast numbers of The ...

order (2) ARIMA (2, 1, 0). According to this model the Research forecast the numbers of patients with Malignant Tumors the next two years in monthly bass, so the forecasting ... (SPSS V.10 ) $ ( Minitab ) ˝ %- 3 : ...

http://www.iasj.net/iasj?func=fulltext&aId=61725

Date added: May 30, 2013 - Views: 2

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Time Series Analysis and Forecasting with IBM SPSS ...

Time Series Analysis and Forecasting with IBM SPSS Forecasting - ILT – New This 2-day course gets you up and running with a set of procedures for analyzing time series data. ... ARIMA models Modelling Seasonality Outliers Detection Intervention Analysis Transfer Functions.

http://www.searchacourse.com/files/Time_Series_Analysis_and_Forecasting_with_IBM_SPSS_Forecasting_ILT_New.pdf

Date added: September 19, 2014 - Views: 1

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An ARIMA model for Air Departures to Europe

An ARIMA model for Air Departures to Europe 1. Introduction The U. S. Department of Commerce operates the Office of Travel and Tourism Industries ... You may use Minitab, SPSS, or SAS. Title: Microsoft Word - Case3_ARIMA.doc Author: nee0001 Created Date: 4/16/2013 9:56:52 PM ...

http://www.cob.unt.edu/itds/faculty/evangelopoulos/dsci5340/Case3_ARIMA.pdf

Date added: November 30, 2013 - Views: 1