Analyze your data with multivariate statistics
Delivery in
3 days
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100%
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What you get with this Offer
Often we are interested in the response of more than one variable or measure to a stimulus. For example, we may measure more than one attribute to quantify a customer profile. Combined indices may not fully represent patterns we are interested. Tests of significance of differences between groups may no longer independent. This is the realm of multivariate statistical analysis.
If you have- or think you have – a multivariate data set that need to be analyzed then this hourly is for you! I will assess your data set, suggest the appropriate analyses, carry them out and explain the answers to you in a clear and intuitive way.
I can provide:
- Multivariate ordinations (unconstrained) including Principal Components Analysis, Correspondence Analysis, non-metric Multidimensional Scaling
- Constrained ordination analyses including Canonical Correlation, Canonical Correspondence Analysis, Redundancy Analysis, Canonical Discriminant/Variate Analyses, Canonical Analysis of Principal Coordinates (Capscale)
- Partial forms of all constrained
- Hierarchical cluster analysis
- k-means cluster analysis
- Formal hypothesis testing using Multivariate Analysis of Variance, Permutation MANOVA (PERMANOVA) and randomization
For this hourly I will provide:
- A narrative of the methods, analysis and results. What approach I took/recommend, and Why I recommend it
- Results tables, and a description of the take-home messages
- Graphs of diagnostics to test analysis assumptions, if required, and graphs of key results
- R code for all analyses, and data files of key analysis output for you to graph if you wish
Typical delivery time will be 3 days after receiving data in a readable format
I can provide final publication/report quality write-up and graphs as an extra.
Please contact me before purchasing this hourly, so that I can ensure I can provide the service you need. If you wish to proceed, send me a sample of the data so I can make sure I can read it into R before starting. No charge….
If you have- or think you have – a multivariate data set that need to be analyzed then this hourly is for you! I will assess your data set, suggest the appropriate analyses, carry them out and explain the answers to you in a clear and intuitive way.
I can provide:
- Multivariate ordinations (unconstrained) including Principal Components Analysis, Correspondence Analysis, non-metric Multidimensional Scaling
- Constrained ordination analyses including Canonical Correlation, Canonical Correspondence Analysis, Redundancy Analysis, Canonical Discriminant/Variate Analyses, Canonical Analysis of Principal Coordinates (Capscale)
- Partial forms of all constrained
- Hierarchical cluster analysis
- k-means cluster analysis
- Formal hypothesis testing using Multivariate Analysis of Variance, Permutation MANOVA (PERMANOVA) and randomization
For this hourly I will provide:
- A narrative of the methods, analysis and results. What approach I took/recommend, and Why I recommend it
- Results tables, and a description of the take-home messages
- Graphs of diagnostics to test analysis assumptions, if required, and graphs of key results
- R code for all analyses, and data files of key analysis output for you to graph if you wish
Typical delivery time will be 3 days after receiving data in a readable format
I can provide final publication/report quality write-up and graphs as an extra.
Please contact me before purchasing this hourly, so that I can ensure I can provide the service you need. If you wish to proceed, send me a sample of the data so I can make sure I can read it into R before starting. No charge….
What the Freelancer needs to start the work
Buyer will send:
- A description of the questions/hypotheses, overview of the data variables and some indication of how they were collected. The more information, the better.
- The data in CSV format. I will need to ensure it is in a format I can import into R
I will ask for clarification if required, send the initial product. and allow a couple of rounds of discussion and amendment to make sure you receive what you wanted.
