ds-pricing-framework

Name	ds-pricing-framework JSON
Version	0.1.8 JSON
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Summary	Read the latest Real Python tutorials
upload_time	2023-02-01 20:34:17
maintainer
docs_url	None
author
requires_python	>=3.7
license
keywords	feed reader tutorial
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bugtrack_url
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            # ds-pricing-framework

This package contains the following class(es):
- TriageVariable

To use the TriageVariable module, you will need to start with a pandas dataframe that has the following variables:
- ep
- il
- policy_number
- claim_indicator
- policy_gen
- age
- price_per_mile

You will also need:
- a target variable for the model (claim_indicator is the preferred variable)
- a proposed variable that you are testing, summarized at the policy level
- any variables that you would like to control for

The inputs for TriageVariable are:
- pandas dataframe
- target variable
- proposed variable
- list of control variables

Call the function run_triage which will output tables to help make a decision about the variable.

Example:
```
pip install ds-pricing-framework
import pricing_framework_triage as pf
triage = pf.TriageVariable(df, "claim_indicator", "prior_claim", ["package", "seasoning", "age_bucket"])
triage.run_triage()
```

            

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    "description": "# ds-pricing-framework\n\nThis package contains the following class(es):\n- TriageVariable\n\nTo use the TriageVariable module, you will need to start with a pandas dataframe that has the following variables:\n- ep\n- il\n- policy_number\n- claim_indicator\n- policy_gen\n- age\n- price_per_mile\n\nYou will also need:\n- a target variable for the model (claim_indicator is the preferred variable)\n- a proposed variable that you are testing, summarized at the policy level\n- any variables that you would like to control for\n\nThe inputs for TriageVariable are:\n- pandas dataframe\n- target variable\n- proposed variable\n- list of control variables\n\nCall the function run_triage which will output tables to help make a decision about the variable.\n\nExample:\n```\npip install ds-pricing-framework\nimport pricing_framework_triage as pf\ntriage = pf.TriageVariable(df, \"claim_indicator\", \"prior_claim\", [\"package\", \"seasoning\", \"age_bucket\"])\ntriage.run_triage()\n```\n",
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