Juned Siddique

  • 3057 Citations
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Personal profile

Research Interests

My research efforts focus on developing statistical methods for handling incomplete or missing data. I apply these methods to a range of problems including rater bias, participant dropout, data harmonization in individual participant data analysis, and measurement error. I collaborate closely with lifestyle intervention researchers and I am interested in the analysis of diet and physical activity data. Google Scholar profile

Education/Academic qualification

DrPH, University of California-Los Angeles

… → 2005

Research interests

  • Behavioral Medicine
  • Biostatistics
  • Health Services Research
  • Nutrition / Dietetics
  • Physical activity
  • Preventive Medicine
  • Psychiatry
  • Public Health

Fingerprint Dive into the research topics where Juned Siddique is active. These topic labels come from the works of this person. Together they form a unique fingerprint.

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Network Recent external collaboration on country level. Dive into details by clicking on the dots.

Grants 2006 2022

Cardiovascular Diseases
Community-Based Participatory Research
Life Style
Ethnic Groups
Public Health

Research Output 2003 2019

Assessment of the influence of food attributes on meal choice selection by socioeconomic status and race/ethnicity among women living in Chicago, USA: A discrete choice experiment

Kershaw, K. N., Klikuszowian, E., Schrader, L., Siddique, J., Van Horn, L., Womack, V. Y. & Zenk, S. N., Aug 1 2019, In : Appetite. 139, p. 19-25 7 p.

Research output: Contribution to journalArticle

Social Class
Feeding Behavior

Bidirectional 10-year associations of accelerometer-measured sedentary behavior and activity categories with weight among middle-aged adults

Barone Gibbs, B., Aaby, D., Siddique, J., Reis, J. P., Sternfeld, B., Whitaker, K. & Pettee Gabriel, K., Jan 1 2019, (Accepted/In press) In : International Journal of Obesity.

Research output: Contribution to journalArticle

Weights and Measures
Linear Models
Weight Gain

Feasibility and acceptability of intensive longitudinal data collection of activity and patient-reported outcomes during chemotherapy for breast cancer

Solk, P., Gavin, K., Fanning, J., Welch, W., Lloyd, G., Cottrell, A., Nielsen, A., Santa Maria, C. A., Gradishar, W., Khan, S. A., Kulkarni, S., Siddique, J. & Phillips, S. M., Dec 1 2019, In : Quality of Life Research. 28, 12, p. 3333-3346 14 p.

Research output: Contribution to journalArticle

Breast Neoplasms
Drug Therapy
Text Messaging

Measurement error correction and sensitivity analysis in longitudinal dietary intervention studies using an external validation study

Siddique, J., Daniels, M. J., Carroll, R. J., Raghunathan, T. E., Stuart, E. A. & Freedman, L. S., Sep 1 2019, In : Biometrics. 75, 3, p. 927-937 11 p.

Research output: Contribution to journalArticle

Validation Studies
Error correction
Error Correction
Measurement errors
Measurement Error

Propensity Score-Based Estimators with Multiple Error-Prone Covariates

Hong, H., Aaby, D. A., Siddique, J. & Stuart, E. A., Jan 1 2019, In : American journal of epidemiology. 188, 1, p. 222-230 9 p.

Research output: Contribution to journalArticle

Propensity Score