Index >> Home & Hobby >> Education >> CaterpillarSSA
Report SpywareCaterpillarSSA 3.40
Software Description:
CaterpillarSSA - The program for extended Singular Spectrum Analysis (SSA) of time series.
The program is based on the powerful model-free method of time series analysis Caterpillar (another name is SSA - Singular Spectrum Analysis). It combines advantages of other methods with simplicity of visual control aids. The basic Caterpillar-SSA algorithm for analyzing one-dimensional time series consists of transformation of the one-dimensional time series to the trajectory matrix by means of a delay procedure (this gives the name to the whole technique); Singular Value Decomposition of the trajectory matrix; reconstruction of the original time series based on a number of selected eigenvectors. The result of the Caterpillar-SSA processing is a natural decomposition of the time series into several components, which can often be identified as trends, seasonalities and other oscillatory series, or noise components. The method can be naturally extended to forecasting time series and its components, processing multidimensional time series and to change-point detection. The "Caterpillar" ideas were independently developed in Russia (St. Petersburg, Moscow) and also in UK and USA (under the name of SSA; that is, Singular Spectrum Analysis). The new book "Analysis of Time Series Structure: SSA and Related Techniques", authors are N. Golyandina, V. Nekrutkin and A. Zhigljavsky, provides a careful, lucid description of SSA general theory and methodology (in English, Chapman&Hall/CRC, see http://www.gistatgroup.com/cat/). The method is a powerful and useful tool of time series analysis in meteorology, hydrology, geophysics, climatology and, according to our experience, in economics, biology, physics, medicine and other sciences; that is, where short and long, one-dimensional and multidimensional, stationary and nonstationary, almost deterministic and noisy time series are to be analyzed. We are sure, that in a near future "Caterpillar"-like methods will rank among the base methods of time series analysis and will be included in standard statistical software.
Limitations: 30 Days Trial; data export disabled
The program is based on the powerful model-free method of time series analysis Caterpillar (another name is SSA - Singular Spectrum Analysis). It combines advantages of other methods with simplicity of visual control aids. The basic Caterpillar-SSA algorithm for analyzing one-dimensional time series consists of transformation of the one-dimensional time series to the trajectory matrix by means of a delay procedure (this gives the name to the whole technique); Singular Value Decomposition of the trajectory matrix; reconstruction of the original time series based on a number of selected eigenvectors. The result of the Caterpillar-SSA processing is a natural decomposition of the time series into several components, which can often be identified as trends, seasonalities and other oscillatory series, or noise components. The method can be naturally extended to forecasting time series and its components, processing multidimensional time series and to change-point detection. The "Caterpillar" ideas were independently developed in Russia (St. Petersburg, Moscow) and also in UK and USA (under the name of SSA; that is, Singular Spectrum Analysis). The new book "Analysis of Time Series Structure: SSA and Related Techniques", authors are N. Golyandina, V. Nekrutkin and A. Zhigljavsky, provides a careful, lucid description of SSA general theory and methodology (in English, Chapman&Hall/CRC, see http://www.gistatgroup.com/cat/). The method is a powerful and useful tool of time series analysis in meteorology, hydrology, geophysics, climatology and, according to our experience, in economics, biology, physics, medicine and other sciences; that is, where short and long, one-dimensional and multidimensional, stationary and nonstationary, almost deterministic and noisy time series are to be analyzed. We are sure, that in a near future "Caterpillar"-like methods will rank among the base methods of time series analysis and will be included in standard statistical software.
Limitations: 30 Days Trial; data export disabled
100% Clean:
CaterpillarSSA 3.40 is 100% clean
This download (cat34.exe) was tested thoroughly and was found 100% clean. Click "Report Spyware" link on the top if you found this software contains any form of malware, including but not limited to: spyware, viruses, trojans and backdoors.
This download (cat34.exe) was tested thoroughly and was found 100% clean. Click "Report Spyware" link on the top if you found this software contains any form of malware, including but not limited to: spyware, viruses, trojans and backdoors.
Related Software:
- BlitzCalc 1.0.3 - BlitzCalc is a revolutionary Windows-integrated calculator.
- WordQuiz 5.4.0 - A flashcard program for learning vocabulary and terminology
- Cute Baby Name 1.0 - Contains about 30000 baby names, name meanings and origins,boy and girl names
- Geometry 1.1 - Calculate geometry figures as spheres, triangles, cones, trapezoids.
- GeoPro 2.3 - GeoPro is the next level of our application geometry for students and engineers
- Planets of the Solar System Screensaver 1.0 - Colorful pictures of 9 Planets and the Sun with basic scientific descriptions.
- Charlie and Arnaud 1.0 - 2 award winning e-picture books that delight both children and adults.
- Arnaud, the Boy Who... 1.0 - Arnaud follows his own path and does what he wants in this fun E-picture book.
- A Day With Charlie 1.0 - Spend a fun day with Charlie in this wonderful and moving picture book.
- Play It - Notes 1.0.0 - Piano sight reading drills to improve recognition of notes, intervals and chords
top 10 most downloaded
recommended software
-
- iCash
- iCash is a software intended to control your personal finance, keeping track of incomes, expenses, credits, debts and Banks transactions for you. As s...
-
- TypingMaster Typing Tutor
- Take your typing to the next level! TypingMaster 10 is a complete touch typing tutor that features over 10 hours of interactive training, professional...