AnClim: نرم افزاری قوی برای تحلیل سری های زمانی
General characteristics
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A comprehensive tool for processing monthly time series (from transformations through quality control and homogenization to time series analysis)
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Works under Windows 95/98/NT/ME/2000/XP
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User friendly: a lot of graphical components, graphs clarifying the results, etc.
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Continuous development from 1995
Functionality description
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Series overview:
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basic statistical characteristics, tests of randomness, outliers detection etc.
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normal distribution testing, histograms
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graphs of the series
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Regression models:
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linear, polynomial regression
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multivariate linear regression
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Adjusting data:
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replacing outliers, filling missing values, etc.
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various transformations, converting series into anomalies from a mean, etc.
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calculating differences/ratios of two series
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switching between monthly or seasonal and annual averages
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Homogeneity testing:
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absolute homogeneity tests
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relative homogeneity tests ( Alexandersson‘s SNHT - various modifications, Bivariate test of Maronna and Yohai, Easterling‘s and Peterson‘s test, Vincent‘s MLR, and others ), creating reference series
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adjustment of inhomogeneities
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Time series analysis:
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one series analysis (autocorrelations, power spectrum - MESA, dynamic MESA, etc.)
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two series analysis (coherency analysis, etc.)
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filtering the series (low-pass, band-pass, high-pass filters)
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Database tools:
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data can be downloaded from central database straight to AnClim by means of LoadData software ("Download Wizard"). You just specify what to download, the rest is done by the software - converting data to a format suitable for AnClim, etc.
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Automation:
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functions for automatized processing of selected functions (tests) for up to 1000 files (stations)
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