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ENFR
for Expert advice on the implementation of the machine learning causal forest algorithms | Employment and social Development Canada · CanPursue
Opportunities
Fit is part of the trial and paid plans.Closed

for Expert advice on the implementation of the machine learning causal forest algorithms

Employment and social Development Canada10027867Federal
Find on CanadaBuysAdd to pipeline
Published
Dec 13, 2024
Respond by
Dec 30, 2024
Latest amendment
—1 amendment

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Description

This requirement is for Expert advice on the implementation of the machine learning causal forest algorithms for Employment and Social Development Canada.

Description of the Requirement

The Evaluation Directorate at Employment and Social Development Canada (ESDC) requires the services of a contractor to: • Provide expert advice to develop and implement machine learning causal forest algorithms to estimate individualized average treatment effects, while assessing and interpreting heterogeneous treatment effects across various subgroup categories to enhance the analysis of ESDC Skills and Labour Market Program Evaluations. • Address challenges and issues related to the implementation process, including the interpretation and the validations of the robustness of the results obtained from machine learning causal forest with those of traditional methods such as propensity score matching.

Security Requirements

There are no security requirements associated with this solicitation.

Applicable Trade Agreements

Further to Article 800 of the Canadian Free Trade Agreement (CFTA), CFTA does not apply to this procurement.

Proposed period of contract

The period of the Contract is from date of Contract to March 31, 2025 inclusive.

Procurement

Category
Services
Jurisdiction
Federal

Not stated in the notice: procurement type, procurement method, selection criteria, region of delivery, region of opportunity, expected contract period, end user

Requirements and qualifications

Supply arrangement
Not stated in the public notice
Security requirement
Not stated in the public notice
Trade agreements
—
Limited tendering reason
—

Classification

GSIN
—
UNSPSC
—

Amendments

  • Amendment 1Dec 30, 2024
  • Original noticeDec 13, 2024

Documents

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Source

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Source
CanadaBuys
Solicitation
10027867
Observed
Sep 27, 2026

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