... causal inference for long-term pharmacotherapy. The central methodological contribution is a ... causal directed acyclic graphs, and single world intervention graphs. • Derive efficient ...
... causal inference for long-term pharmacotherapy. The central methodological contribution is a ... causal directed acyclic graphs, and single world intervention graphs. • Derive efficient ...
Director-Advanced Analytics
Dallas, TX · On-site
The Director, Advanced Analytics sits at the forefront of AT&T's transformation into a truly ... By integrating Marketing Mix Models (MMM), causal inference, experimentation, predictive analytics ...
Director-Advanced Analytics
Dallas, TX · On-site
The Director, Advanced Analytics sits at the forefront of AT&T's transformation into a truly ... By integrating Marketing Mix Models (MMM), causal inference, experimentation, predictive analytics ...
Director-Advanced Analytics
Dallas, TX · On-site
The Director, Advanced Analytics sits at the forefront of AT&T's transformation into a truly ... By integrating Marketing Mix Models (MMM), causal inference, experimentation, predictive analytics ...
Director-Advanced Analytics
Dallas, TX · On-site
The Director, Advanced Analytics sits at the forefront of AT&T's transformation into a truly ... By integrating Marketing Mix Models (MMM), causal inference, experimentation, predictive analytics ...
Director-Advanced Analytics
Dallas, TX · On-site
$211 - $316/hr
The Director, Advanced Analytics sits at the forefront of AT&T's transformation into a truly ... By integrating Marketing Mix Models (MMM), causal inference, experimentation, predictive analytics ...
New
Director-Advanced Analytics
Dallas, TX · On-site
$211 - $316/hr
The Director, Advanced Analytics sits at the forefront of AT&T's transformation into a truly ... By integrating Marketing Mix Models (MMM), causal inference, experimentation, predictive analytics ...
New
Postdoctoral Fellow - Breast Surgical Oncology - Research
Houston, TX · On-site
$46K - $63K/yr
... causal inference for long-term pharmacotherapy. The central methodological contribution is a ... Develop and formalize causal estimands using counterfactual theory, causal directed acyclic graphs ...
Postdoctoral Fellow - Breast Surgical Oncology - Research
Houston, TX · On-site
$46K - $63K/yr
... causal inference for long-term pharmacotherapy. The central methodological contribution is a ... Develop and formalize causal estimands using counterfactual theory, causal directed acyclic graphs ...
Postdoctoral Fellow - Breast Surgical Oncology - Research
Houston, TX · On-site
$46K - $63K/yr
... causal inference for long-term pharmacotherapy. The central methodological contribution is a ... causal directed acyclic graphs, and single world intervention graphs. • Derive efficient ...
Postdoctoral Fellow - Breast Surgical Oncology - Research
Houston, TX · On-site
$46K - $63K/yr
... causal inference for long-term pharmacotherapy. The central methodological contribution is a ... causal directed acyclic graphs, and single world intervention graphs. • Derive efficient ...
... causal inference for long-term pharmacotherapy. The central methodological contribution is a ... causal directed acyclic graphs, and single world intervention graphs. • Derive efficient ...
... causal inference for long-term pharmacotherapy. The central methodological contribution is a ... causal directed acyclic graphs, and single world intervention graphs. • Derive efficient ...
Staff Data Scientist- Pricing Science
Austin, TX · On-site +1
Director of Finance and Business Intelligence Location: Remote - US or Canada About the Role As our ... Strong grounding in causal inference and experimental design, including the ability to distinguish ...
Staff Data Scientist- Pricing Science
Austin, TX · On-site +1
Director of Finance and Business Intelligence Location: Remote - US or Canada About the Role As our ... Strong grounding in causal inference and experimental design, including the ability to distinguish ...
Postdoctoral Fellow - Breast Surgical Oncology - Research
Houston, TX · On-site
$64K - $76K/yr
... causal directed acyclic graphs and single world intervention graphs. Implement existing causal inference estimation strategies and develop new ones as necessary for considering novel causal effects.
Postdoctoral Fellow - Breast Surgical Oncology - Research
Houston, TX · On-site
$64K - $76K/yr
... causal directed acyclic graphs and single world intervention graphs. Implement existing causal inference estimation strategies and develop new ones as necessary for considering novel causal effects.
Postdoctoral Fellow - Breast Surgical Oncology - Research
Houston, TX · On-site
$64K - $76K/yr
... causal directed acyclic graphs and single world intervention graphs. • Implement existing causal inference estimation strategies and develop new ones as necessary for considering novel causal ...
Postdoctoral Fellow - Breast Surgical Oncology - Research
Houston, TX · On-site
$64K - $76K/yr
... causal directed acyclic graphs and single world intervention graphs. • Implement existing causal inference estimation strategies and develop new ones as necessary for considering novel causal ...
... causal directed acyclic graphs and single world intervention graphs. • Implement existing causal inference estimation strategies and develop new ones as necessary for considering novel causal ...
... causal directed acyclic graphs and single world intervention graphs. • Implement existing causal inference estimation strategies and develop new ones as necessary for considering novel causal ...
Postdoctoral Fellow - Breast Surgical Oncology - Research
Houston, TX · On-site
$64K - $76K/yr
... causal directed acyclic graphs and single world intervention graphs. • Implement existing causal inference estimation strategies and develop new ones as necessary for considering novel causal ...
Postdoctoral Fellow - Breast Surgical Oncology - Research
Houston, TX · On-site
$64K - $76K/yr
... causal directed acyclic graphs and single world intervention graphs. • Implement existing causal inference estimation strategies and develop new ones as necessary for considering novel causal ...
Sr. Analytics Developer (Snowflake, Sigma, SQL, dbt, Python)
Houston, TX · On-site
$117K - $158K/yr
Houston TX - Hybrid Duration: Full time/Direct Hire Our client is looking for a Senior Analytics ... Develop advanced analytic initiatives (e.g., prediction modeling, causal inference, experimentation ...
Sr. Analytics Developer (Snowflake, Sigma, SQL, dbt, Python)
Houston, TX · On-site
$117K - $158K/yr
Houston TX - Hybrid Duration: Full time/Direct Hire Our client is looking for a Senior Analytics ... Develop advanced analytic initiatives (e.g., prediction modeling, causal inference, experimentation ...
... limited to) causal inference, time series and panel data analysis, design (of experiments/quasi ... Questions about the search process should be directed to jared.murray@mccombs.utexas.edu (Prof.
... limited to) causal inference, time series and panel data analysis, design (of experiments/quasi ... Questions about the search process should be directed to jared.murray@mccombs.utexas.edu (Prof.
Associate Director, Data Science
Plano, TX · On-site
$56K - $57K/yr
... Director, Data Science is a key partner for our client and internal teams. In this role, you will ... Strong foundation in statistical modeling, machine learning, causal inference, and experimental ...
Associate Director, Data Science
Plano, TX · On-site
$56K - $57K/yr
... Director, Data Science is a key partner for our client and internal teams. In this role, you will ... Strong foundation in statistical modeling, machine learning, causal inference, and experimental ...
Associate Director, Data Science
Plano, TX · On-site
$56K - $57K/yr
... Director, Data Science is a key partner for our client and internal teams. In this role, you will ... Strong foundation in statistical modeling, machine learning, causal inference, and experimental ...
Associate Director, Data Science
Plano, TX · On-site
$56K - $57K/yr
... Director, Data Science is a key partner for our client and internal teams. In this role, you will ... Strong foundation in statistical modeling, machine learning, causal inference, and experimental ...
Marketing Analytics Lead
Austin, TX · On-site
$150 - $210/hr
Stakeholder partnership : direct experience working with senior leaders; able to translate strategy ... with causal inference. Comfortable with the tactical underpinnings -- data integrations ...
Marketing Analytics Lead
Austin, TX · On-site
$150 - $210/hr
Stakeholder partnership : direct experience working with senior leaders; able to translate strategy ... with causal inference. Comfortable with the tactical underpinnings -- data integrations ...
Marketing Analytics Lead
Austin, TX · On-site
Stakeholder partnership : direct experience working with senior leaders; able to translate strategy ... causal inference. Comfortable with the tactical underpinnings - data integrations, attribution ...
Marketing Analytics Lead
Austin, TX · On-site
Stakeholder partnership : direct experience working with senior leaders; able to translate strategy ... causal inference. Comfortable with the tactical underpinnings - data integrations, attribution ...
Marketing Analytics Lead
Austin, TX · On-site
Stakeholder partnership : direct experience working with senior leaders; able to translate strategy ... causal inference. Comfortable with the tactical underpinnings - data integrations, attribution ...
Marketing Analytics Lead
Austin, TX · On-site
Stakeholder partnership : direct experience working with senior leaders; able to translate strategy ... causal inference. Comfortable with the tactical underpinnings - data integrations, attribution ...
ASSOCIATE RESEARCH SCIENTIST
Mcallen, TX · On-site
$70 - $100/hr
... causal inference, active learning, spatial modeling, and deep generative models. * Execute multiple ... direct, coordinate, or advise personnel in test procedures. * Coordinate the collection ...
ASSOCIATE RESEARCH SCIENTIST
Mcallen, TX · On-site
$70 - $100/hr
... causal inference, active learning, spatial modeling, and deep generative models. * Execute multiple ... direct, coordinate, or advise personnel in test procedures. * Coordinate the collection ...
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Postdoctoral Fellow - Breast Surgical Oncology - Research
Houston, TX
8.5
Based on 172 frontline employees who took The Breakroom Quiz
14th of 895 rated healthcare providers
People enjoy working here
Good employer
Recommended by students
Recommended by parents
Respectful managers
$46K - $63K/yr
Full-time
Re-posted 27 days ago
Job description
Under the general guidance of the Principal Investigator, the postdoctoral fellow will:
• Develop and formalize causal estimands using counterfactual theory, causal directed acyclic graphs, and single world intervention graphs.
• Derive efficient influence functions and develop targeted minimum loss-based estimation (TMLE) algorithms for a general class of PC protocols, including extensions to dynamic regime marginal structural models.
• Implement doubly robust, semiparametrically efficient estimators that incorporate flexible machine learning algorithms for confounding control in high-dimensional longitudinal data.
• Develop and apply sensitivity analysis methods.
• Analyze large-scale observational claims data and contribute to open-source software development in R.
• Prepare manuscripts and present at national and international conferences.
All duties and responsibilities are carried out in compliance with institutional policies, ethical research standards, and applicable federal and state regulations.
LEARNING OBJECTIVES
• The fellow will develop expertise in a novel class of causal estimands for longitudinal treatment strategies with non-adherence, building from foundational identification theory through to efficient nonparametric estimation and open-source implementation.
• The fellow will gain hands-on experience applying causal inference methods in large-scale healthcare claims data.
• The postdoctoral fellow will participate in a weekly causal inference conference with opportunities to collaborate on methods development and applied projects in causal inference research.
• The fellow will develop an independent publication record through authorship on methods and applied manuscripts, and will have opportunities to present work and lead workshops at major statistical and epidemiologic conferences.
ELIGIBILITY REQUIREMENTS
• Ph.D. in Biostatistics, Statistics, or Epidemiology with a strong focus on causal inference methods
• Strong programming skills in R and SAS required, with experience using large administrative claims datasets
POSITION INFORMATION
Offsite work arrangements are subject to approval and may be modified or revoked at any time based on business needs, performance considerations, or regulatory requirements.
This position may be responsible for maintaining the security and integrity of critical infrastructure, as defined in Section 113.001(2) of the Texas Business and Commerce Code and therefore may require routine reviews and screening. The ability to satisfy and maintain all requirements necessary to ensure the continued security and integrity of such infrastructure is a condition of hire and continued employment.
It is the policy of The University of Texas MD Anderson Cancer Center to provide equal employment opportunity without regard to race, color, religion, age, national origin, sex, gender, sexual orientation, gender identity/expression, disability, protected veteran status, genetic information, or any other basis protected by institutional policy or by federal, state or local laws unless such distinction is required by law. http://www.mdanderson.org/about-us/legal-and-policy/legal-statements/eeo-affirmative-action.html
About MD Anderson Cancer Center
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Health care and social assistance
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10,000+ Employees
Headquarters location
Houston, TX, US
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