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For example, in the estimation of dog genome, it can estimate the global parameters, such as neutral mutation rate and repeat content. [3] GSS is also an effective way to large-scale and rapidly characterizing genomes of related species where there is only little gene sequences or maps. [4]
The online GSS Data Explorer [5] allows users to download GSS data that can be imported to statistical programs (e.g., R/SAS/SPSS/Stata). It also allows searching for information about GSS questions, variables, and publications, testing hypotheses, as well as conducting basic analyses.
When it comes to the researchers choice of topics, the relevance of the area of social sciences in the year of the survey is taken into account. Given this, the ISSP deliveries data sets are helpful for both Cross-sectional studies and Time series analysis. Over time the set of modules has grown towards more diverse topics.
If the trend can be assumed to be linear, trend analysis can be undertaken within a formal regression analysis, as described in Trend estimation. If the trends have other shapes than linear, trend testing can be done by non-parametric methods, e.g. Mann-Kendall test, which is a version of Kendall rank correlation coefficient .
In many cases, the repositories of time-series data will utilize compression algorithms to manage the data efficiently. [ 3 ] [ 4 ] Although it is possible to store time-series data in many different database types, the design of these systems with time as a key index is distinctly different from relational databases which reduce discrete ...
It is important to note, however, that the accuracy and usability of results will depend greatly on the level of data analysis and the quality of assumptions. [1] Predictive analytics is often defined as predicting at a more detailed level of granularity, i.e., generating predictive scores (probabilities) for each individual organizational element.
The German General Social Survey (ALLBUS/GGSS - Die Allgemeine Bevölkerungsumfrage der Sozialwissenschaften) is a national data generation program in Germany, which is similar to the American General Social Survey (GSS). Its mission is to collect and disseminate high quality statistical surveys on attitudes, behavior, and social structure in ...
Time reversal, in contrast to clock time, is applicable when studying the approach of a system to criticality with natural time analysis. Living systems for example are considered to operate far from equilibrium as there is flow of energy crossing their boundaries, in contrast to deceased organisms where inner driving forces are absent.