January 2018
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Week 1: 1/8-1/12
- Working with Maggie to systematically delete edges.
- Run the model
- Resurrect networks from class to work with.
Research Meeting
- Apprentice Maggie and Brandon
- Carve out some time to work with Brandon
- Abstracts for the symposium due Feb. 9th
- Outside Conferences
- One at St. Mary's in the East Bay
- Tri Beta Pacific District Convention - if SoCal, then probably this one. Saturday March 17th?
- Priority levels: 0 > 0.5 > 1 > 2
- Will be working on deleting db5 network edge by edge; 28 runs
- LSE/minLSE to see what the effect of the deletions are
- run models, get gephi stats
- Brandon show me how to do post-hoc analysis
- on team meeting issue, post schedule of when I will be working (4 hours)
Week 2: 1/16-1/19
- running db5 with missing data and no missing data
- start 1/16, figure out if there is some type of variation/different network weights between missing values and no missing values
- if it works, make workbooks by next Tuesday.
- db5 deletions
- worried about deleting:
- ZAP1-ACE2: delete ZAP1 (when you delete the edge you also have to delete the node.
- GCR2-MSN2: delete GCR2
- YHP1-GLN3: delete GLN3
- db5 with and without missing values: graph looks the same in GRNsight
- worried about deleting:
- edge by edge
- today
- missing/non-missing
- future
- 28 model runs on GRNmap (next week)
- 28 gephi stats (next 2 weeks)
- LSE: min LSE ratios GRNmap output (1-3 weeks from now)
- compile graph stats into a single excel file
- compare each of the edge deletions and see if the overall network is statistically significant (sig. difference between original network and network with deletion, if there is a significant difference then the edge that was deleting is theoretically important)
- today
- started 3 runs
- missing data, no missing data, and missing data on beta (no edge deletions, just db5)
- met with Brandon on Wednesday, went over general things about what has happened in the project.
Research Meeting
- Be sure to upload things to Github
- missing data v1.8 did not generate minLSE (bug that should be fixed in beta)
- Going Forward
- Use the Beta code for now (so it computes minLSE)
- download Beta code to whatever computer we do a run on (always be sure to be using the same exact code)
- Maggie will get a flashdrive to keep the beta code on
- Use missing data workbook on beta to do the 28 runs (edge by edge deletions)
- clear to proceed
Week 3: 1/22-1/26
- Generated Gephi .csv files
- GRNsight
- open file
- export as an unweighted graphHML in to Gephi .csv folder
- Gephi
- open file that was exported from GRNsight
- run eigenvector
- run avg. path length
- export table (remove "label", "integral", and "name")
- save to Gephi .csv files folder
- GRNsight
Research Meeting
- Does a spreadsheet formula for LSE/minLSE exist?
- Maggie and I ran the 28 iterations of GRNmap to conduct an edge deletion analysis, also ran generated output workbooks through Gephi
- Metagraph?
- Delete 2 edges to see if the LSE/minLSE ratio decreases more?
- When we delete things, we delete uncertainty. Must make sure we have a good control
- run a series of random networks with the same number of nodes and edges to make a comparison
- Abstract deadline for LMU Symposium is the 9th
- Using other databases from Biomathematical Modeling/other class?
- Create a network that doesn't have any of the current genes in it?
- For next week: finish up what we have been working on; not running any new models
Week 4: 1/29-2/2
- Drafted abstracts
- uploaded to GitHub
- Will be doing ranked stats tests on the data next week
- look at MSE|minMSE
Research Meeting
- can't use a paired t-test to do the analysis - what type of ranked test can we do?
- keep getting a divide by 0 error because in some cases the data are equal
- transcription error, or deleting that edge did nothing
- keep getting a divide by 0 error because in some cases the data are equal