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Interesting comparison table and comments, regarding the following statistical packages: R, MATLAB, SAS, STATA and SPSS. I wish Statistica would be included. The table tells you which statistical methods are available in each package. The list of statistical methods is itself impressive. Note that Jackknife (a resampling method in the table below) has nothing to do with Jackknife regression (new technique not implemented in any package yet, though Dr. Granville has promised to provide the source code).
- Cloud Based Factoring Software WinFactor is a complete invoice factoring management system. WinFactor offers easy tracking and reporting. Everything is at your fingertips from invoice verification and receipt posting to settlements, fee calculations and rebates, with detailed reports at every step.
- Smart Software for Factors. Factoring Plus™ smart software for factors is a complete software system designed for factoring companies. Combined with Passport Business Solutions widely used.
Also statistical libraries are available in most programming languages, for instance Pandas in Python. Here are five interesting articles:
The table (below) and additional information about the various packages can be found here. Ink2go 1 8 0 m.
TYPE OF STATISTICAL ANALYSIS | R | MATLAB | SAS | STATA | SPSS |
Nonparametric Tests | Yes | Yes | Yes | Yes | Yes |
T-test | Yes | Yes | Yes | Yes | Yes |
ANOVA & MANOVA | Yes | Yes | Yes | Yes | Yes |
ANCOVA & MANCOVA | Yes | Yes | Yes | Yes | Yes |
Linear Regression | Yes | Yes | Yes | Yes | Yes |
Generalized Least Squares | Yes | Yes | Yes | Yes | Yes |
Ridge Regression | Yes | Yes | Yes | ||
Lasso | Yes | Yes | Yes | ||
Generalized Linear Models | Yes | Yes | Yes | Yes | Yes |
Mixed Effects Models | Yes | Yes | Yes | Yes | Yes |
Logistic Regression | Yes | Yes | Yes | Yes | Yes |
Nonlinear Regression | Yes | Yes | Yes | ||
Discriminant Analysis | Yes | Yes | Yes | Yes | Yes |
Nearest Neighbor | Yes | Yes | Yes | Yes | |
Factor & Principal Components Analysis | Yes | Yes | Yes | Yes | Yes |
Copula Models | Yes | Yes | Experimental | ||
Cross-Validation | Yes | Yes | Yes | ||
Bayesian Statistics | Yes | Yes | Limited | ||
Monte Carlo, Classic Methods | Yes | Yes | Yes | Yes | Limited |
Markov Chain Monte Carlo | Yes | Yes | Yes | ||
Bootstrap & Jackknife | Yes | Yes | Yes | Yes | |
EM Algorithm | Yes | Yes | Yes | ||
Missing Data Imputation | Yes | Yes | Yes | Yes | Yes |
Outlier Diagnostics | Yes | Yes | Yes | Yes | Yes |
Robust Estimation | Yes | Yes | Yes | Yes | |
Longitudinal (Panel) Data | Yes | Yes | Yes | Yes | Limited |
Survival Analysis | Yes | Yes | Yes | Yes | Yes |
Path Analysis | Yes | Yes | Yes | ||
Propensity Score Matching | Yes | Yes | Limited | Limited | |
Stratified Samples (Survey Data) | Yes | Yes | Yes | Yes | Yes |
Experimental Design | Yes | Yes | |||
Quality Control | Yes | Yes | Yes | Yes | |
Reliability Theory | Yes | Yes | Yes | Yes | Yes |
Univariate Time Series | Yes | Yes | Yes | Yes | Limited |
Multivariate Time Series | Yes | Yes | Yes | Yes | |
Markov Chains | Yes | Yes | |||
Hidden Markov Models | Yes | Yes | |||
Stochastic Volatility Models | Yes | Yes | Limited | Limited | Limited |
Diffusions | Yes | Yes | |||
Counting Processes | Yes | Yes | Yes | ||
Filtering | Yes | Yes | Limited | Limited | |
Instrumental Variables | Yes | Yes | Yes | Yes | |
Simultaneous Equations | Yes | Yes | Yes | Yes | |
Splines | Yes | Yes | Yes | Yes | |
Nonparametric Smoothing Methods | Yes | Yes | Yes | Yes | |
Extreme Value Theory | Yes | Yes | |||
Variance Stabilization | Yes | Yes | |||
Cluster Analysis | Yes | Yes | Yes | Yes | Yes |
Neural Networks | Yes | Yes | Yes | Limited | |
Classification & Regression Trees | Yes | Yes | Yes | Limited | |
Boosting Classification & Regression Trees | Yes | Yes | |||
Random Forests | Yes | Yes | |||
Support Vector Machines | Yes | Yes | Yes | ||
Signal Processing | Yes | Yes | |||
Wavelet Analysis | Yes | Yes | Yes | ||
ROC Curves | Yes | Yes | Yes | Yes | Yes |
Optimization | Yes | Yes | Yes | Limited |
Typically the compensable factors include the major categories of:
![Factoring Software Comparison Factoring Software Comparison](https://blog.capterra.com/wp-content/uploads/2017/10/BAlkZOU4oSBkijnQ07ch4fpNAB5UlSIhxrjJ_zueyKp0TV7oqa5frEHrwTYMSiWFGR0nQ6998Af_X7QVvF5g9x3cU8YooqTGbSdiMuM3z08jg7kPbzcCWKxMlTEnKVIQA6mgECjjtsNa44SlBg.png)
- Skill
- Responsibilities
- Effort
- Working Conditions
- Skill
- Experience
- Education
- Ability
- Responsibilities
- Fiscal
- Supervisory
- Effort
- Mental
- Physical
- Working Conditions
- Location
- Hazards
- Extremes in Environment
Each factor is then divided into levels or degrees which are then assigned points. Each job is rated using the job evaluation instrument. The points for each factor are summed to form a total point score for the job.
Jobs are then grouped by total point score and assigned to wage/salary grades so that similarly rated jobs would be placed in the same wage/salary grade.
![Factoring software programs Factoring software programs](https://harper-wpengine.netdna-ssl.com/wp-content/uploads/2016/05/Invoicing-Software-Comparison-e1465446291972.png)
Advantages | Disadvantages |
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Tips
- Factors Use well defined factors.
- Biases Examine the Factor points for inherent biases against females and minorities.
Financial Factoring Software
Grouping
After ranking, the jobs should be grouped to determine the appropriate salary levels.Software
InteractivePoint-Method Program (https://hr-software.net/cgi/JobEvaluation.cgi)Factoring Software Comparison Software
Free web-based job evaluation point-method software.