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Implement 'Statistic Package'

Open minjk-bl opened this issue 4 years ago • 3 comments

T-test, P-value ... etc included.

minjk-bl avatar Aug 03 '21 08:08 minjk-bl

- Progress Status on 25th Jul My team(Mr. Hyun-sub, Ho-jin, Jae-young) are preparing structure of statistics package for visual python and making list of stat methods. Also for benchmarking other GUI based solutions such as SPSS, Rapidminer, Brightics Studio, we are summarizing statistics method included in these solutions.

We plan to finish this work until this week and start to do make sample code for practice.

Statistics Method List_Brightics Studio.xlsx SPOILER_UNF_Statistics_Method_Rapidminer_Studio.xlsx

naribro avatar Jul 25 '22 11:07 naribro

-Progress Status on 7th August

My team(Mr. Jae-young, Ho-jin, Hyun-sub) are focusing on fundamental statistical methods down below.

  1. Descriptive Statistics
  2. Statistical Estimation
  3. Statistical Analysis
  4. Statistical Hypothesis Test

We are implementing basic functions of those categories starting from 8/1. Our first target is to implement ‘Analysis’. Since the logics are quite similar, the UI structure will be similar with ‘Machine learning-Regression section” Our target is to make a package that convert those statistical functions above into Pandas dataframe, finally into Python codes. (We will consider Numpy later)

Our task is

  1. find the intersection between statistical function of various solution
  2. make an app implement

We are now holding task No.1 and focusing on task No.2, by getting experimental appliance on visualpython js, html code. We plan to make a sample code of Analysis part.

PFSV avatar Aug 07 '22 07:08 PFSV

-Progress Status on 8th August My team(Mr.Ho-jin,Jae-young,Hyun-sub) has finished to list the benchmarked statistics GUI based solution packages. After listing the whole packages, we found intersection of packages, which implies popular statistical methods that we should take focus upon them. We are developing sample apps now, and are going to develop into real app according to the chart below, prioritised by green part of the chart.

Statistics_Method.xlsx

PFSV avatar Aug 07 '22 17:08 PFSV