BEGIN:VCALENDAR VERSION:2.0 PRODID:-//Institute of Statistical Research and Training - ECPv6.15.9//NONSGML v1.0//EN CALSCALE:GREGORIAN METHOD:PUBLISH X-WR-CALNAME:Institute of Statistical Research and Training X-ORIGINAL-URL:https://isrt.ac.bd X-WR-CALDESC:Events for Institute of Statistical Research and Training REFRESH-INTERVAL;VALUE=DURATION:PT1H X-Robots-Tag:noindex X-PUBLISHED-TTL:PT1H BEGIN:VTIMEZONE TZID:UTC BEGIN:STANDARD TZOFFSETFROM:+0000 TZOFFSETTO:+0000 TZNAME:UTC DTSTART:20220101T000000 END:STANDARD END:VTIMEZONE BEGIN:VEVENT DTSTART;TZID=UTC:20250204T113000 DTEND;TZID=UTC:20250204T130000 DTSTAMP:20251023T035857 CREATED:20250201T174134Z LAST-MODIFIED:20250201T174134Z UID:7409-1738668600-1738674000@isrt.ac.bd SUMMARY:Applied Statistics and Data Science Seminar on Tuesday February 4\, 2025 DESCRIPTION:Title: Imputation-Based Q-Learning for Optimizing Dynamic Treatment Regimes with Right-Censored Survival Outcome \nVenue\, time and date: ISRT\, 11:30 pm\, February 4\, 2025 \nSpeaker: Abdus S. Wahed\, PhD\, Professor of Biostatistics\, Department of Biostatistics and Computational Biology\, Deltin 7 Aviator গেম টাকা ইনকাম of Rochester\, USA \nAbstract: \nQ-learning has been one of the most commonly used methods for optimizing dynamic treatment regimes (DTRs) in multistage decision-making. Right-censored survival outcome poses a significant challenge to Q-Learning due to its reliance on parametric models for counterfactual estimation which are subject to misspecification and sensitive to missing covariates. In this paper\, we propose an imputation-based Q-learning (IQ-learning) where flexible nonparametric or semiparametric models are employed to estimate optimal treatment rules for each stage and then weighted hot-deck multiple imputation (MI) and direct-draw MI are used to predict optimal potential survival times. Missing data are handled using inverse probability weighting and MI\, and the nonrandom treatment assignment among the observed is accounted for using a propensity-score approach. We investigate the performance of IQ-learning via extensive simulations and show that it is more robust to model misspecification than existing Q-Learning methods\, imputes only plausible potential survival times contrary to parametric models and provides more flexibility in terms of baseline hazard shape. Using IQ-learning\, we developed an optimal DTR for leukemia treatment based on a randomized trial with observational follow-up that motivated this study. \nPaper link: \nImputation-Based Q-Learning for Optimizing Dynamic Treatment Regimes with Right-Censored Survival Outcome | Biometrics | Oxford Academic  URL:https://isrt.ac.bd/event/applied-statistics-and-data-science-seminar-on-tuesday-february-4-2025/ CATEGORIES:seminar END:VEVENT BEGIN:VEVENT DTSTART;TZID=UTC:20250127T140000 DTEND;TZID=UTC:20250127T150000 DTSTAMP:20251023T035857 CREATED:20250125T043720Z LAST-MODIFIED:20250125T043905Z UID:7375-1737986400-1737990000@isrt.ac.bd SUMMARY:Applied Statistics and Data Science Seminar on Monday\, January 27\, 2025 DESCRIPTION:Title: Bridging Theory and Practice – A Journey Through Applied Statistics Across Academia\, Industry\, and Consulting (Part 2) \nVenue and time: ISRT\, 2:00 pm \nSpeaker: Yeasmin Khandakar\, PhD\, Senior Data Scientist\, Transurban Limited\, Australia \nAbstract: \nIn this presentation\, Dr. Yeasmin Khandakar will share her journey emphasizing how challenges can be transformed into opportunities. The first part of the presentation highlights the outcome achieved by navigating a steep learning curve and embracing uncertainties. illustrating how these challenges have been pivotal in her career and personal growth. Dr. Khandakar will highlight key moments from her career\, including her influential work on automatic ARIMA forecasting with Prof. Rob J. Hyndman. \nThe second part of the presentation will focus on the practical application of her current research in the industry. Yeasmin will discuss her role at Transurban\, where she leverages time series forecasting models and data analysis to address real-world problems. The presentation aims to inspire and equip students with insights and strategies for navigating their own professional paths. URL:https://isrt.ac.bd/event/applied-statistics-and-data-science-seminar-on-monday-january-27-2025/ CATEGORIES:seminar END:VEVENT BEGIN:VEVENT DTSTART;TZID=UTC:20250120T140000 DTEND;TZID=UTC:20250120T150000 DTSTAMP:20251023T035857 CREATED:20250116T043311Z LAST-MODIFIED:20250119T044955Z UID:7369-1737381600-1737385200@isrt.ac.bd SUMMARY:Applied Statistics and Data Science Seminar on Monday\, January 20\, 2025 DESCRIPTION:Title: Bridging Theory and Practice – A Journey Through Applied Statistics Across Academia\, Industry\, and Consulting \nVenue and time: ISRT\, 2:00 pm \nSpeaker: Roman Ahmed\, PhD\, Senior Analytics Specialist (Statistics and Machine Learning) at Optus Australia \nAbstract: \nThis presentation traces the learning and professional journey of a statistician who has navigated a diverse career across academic\, industrial\, commercial research\, government\, and corporate consulting sectors. Beginning with a BSc in Applied Statistics and PhD in Econometrics and Business Statistics in the early 2000s\, the speaker will share key insights from their evolution as a statistician\, highlighting the ways in which their expertise in applied statistics has been shaped by each environment. From theoretical foundations in academia to practical applications in industry\, government\, and consulting\, the presentation will focus on the challenges\, strategies\, and tools employed to bridge the gap between statistical theory and real-world problem-solving. Through personal anecdotes and case studies\, the speaker will demonstrate the versatility of statistical knowledge in solving complex problems across various domains\, emphasizing the importance of adaptability\, communication\, and continuous learning in a dynamic professional landscape. This reflection on their journey offers valuable lessons for aspiring statisticians seeking to understand the breadth of opportunities and challenges that exist beyond the classroom. URL:https://isrt.ac.bd/event/applied-statistics-and-data-science-seminars-on-monday-january-20-2025/ CATEGORIES:seminar END:VEVENT BEGIN:VEVENT DTSTART;TZID=UTC:20250113T140000 DTEND;TZID=UTC:20250113T170000 DTSTAMP:20251023T035857 CREATED:20250107T065038Z LAST-MODIFIED:20250107T065038Z UID:7360-1736776800-1736787600@isrt.ac.bd SUMMARY:Applied Statistics and Data Science Seminars on Monday\, January 13\, 2025 DESCRIPTION:Seminar 1\nTitle: Opportunities and Challenges in Single-Cell RNA-Seq: Revealing Biomarkers and Regulatory Networks in Early Brain Development \nVenue and time: ISRT\, 2:00 pm \nSpeaker: Dr. Md. Alamin\, Assistant Professor\, Department of Mathematics & Physics\, School of Engineering and Physical Sciences\, North South Deltin 7 Aviator গেম টাকা ইনকাম \nAbstract: \nUnraveling the molecular mechanisms of early neuronal development is critical to understanding the genetic and regulatory factors driving human brain formation. Leveraging single-cell RNA sequencing (scRNA-seq)\, we profiled the transcriptional dynamics during the differentiation of human embryonic stem cells (hESCs) into neurons at two key time points: Day 26 (D26) and Day 54 (D54). Our analysis uncovered 539 differentially expressed genes (DEGs)\, revealing that up-regulated DEGs are involved in neurogenesis\, while down-regulated DEGs play roles in synapse regulation. Reactome pathway analysis highlighted significant contributions of down-regulated DEGs to synaptic protein interactions. Furthermore\, we identified 20 critical transcription factors and explored miRNA-DEG and TF-miRNA interactions\, advancing our understanding of gene regulatory networks during early brain development. These findings offer valuable insights into the genetic underpinnings of intelligence\, mental health\, and neurodevelopmental disorders. Moreover\, I will address the emerging challenges for statisticians and mathematicians in analyzing and interpreting high-dimensional single-cell data. These include handling data sparsity\, developing robust computational models\, and integrating multimodal datasets to uncover complex biological interactions. By bridging the gaps between biology\, statistics\, and mathematics\, we can push the boundaries of our understanding and foster innovation in neuroscience research. \nSeminar 2\nTitle: A reflection on the recent development of the subject area of Statistics and some specific issues of concern for further research \nVenue and time: ISRT\, 3:00 pm \nSpeaker: Dr. Moudud Alam\, Associate Professor in Microdata Analysis\, Dalarna Deltin 7 Aviator গেম টাকা ইনকাম\, Sweden \nAbstract: \nThis talk is divided into two parts. In first part the recent development of the subject area of Statistics\, particularly the development of Data Science\, is discussed from the speaker’s experience along the way to develop a master’s and a PhD programme in Data Science\, and Data Analytics at a Swedish university. The media outcry and the popularity of the computing technology\, and artificial intelligence has pushed the Statistics community to rethink about its longstanding branding. Dedication of the 2024 Nobel prize in Physics and partly in Chemistry\, to the contribution in the development of artificial neural network\, and artificial intelligence can be considered as yet another dictation from the scientific community of the future direction of the filed. The contemporary labour market demands of the computing and soft skills is a non-negligible factor influencing the current trend of the subject. In this talk the experience of the speaker’s journey from Statistics to Data Science is discussed\, in connection with the related Swedish and European initiatives. Yet\, in this impassionate outrage it seems the scientific community is undermining (if not missing) the core assignment\, as all researchers concentrate too much to the practical applications driven by the contemporary problems\, mainly coming from the industry. In the second part\, the speaker draws attention\, using literature review and own research towards a number of statistical core issues that need special attention. In particular\, the limitation of ad hoc (such as cross validation) inferential procedure is exemplified using variable selection problem as an example\, from the literature. Using the speaker’s own research on service lifetime estimation of traffic signs in Sweden the speaker highlights the need for core statistical skills in dealing with unconventional data sources in the Data Science era. \n  \n  URL:https://isrt.ac.bd/event/applied-statistics-and-data-science-seminars-on-monday-january-13-2025/ CATEGORIES:seminar END:VEVENT BEGIN:VEVENT DTSTART;TZID=UTC:20241223T140000 DTEND;TZID=UTC:20241223T150000 DTSTAMP:20251023T035857 CREATED:20241222T010115Z LAST-MODIFIED:20241222T011925Z UID:7338-1734962400-1734877000@isrt.ac.bd SUMMARY:Applied Statistics and Data Science Seminar on Monday\, December 23\, 2024 DESCRIPTION:Title: Postpartum family planning counselling during maternity care visits in Bangladesh and its effect on contraceptive initiation \nVenue and time: ISRT\, 2:00 pm \nSpeaker: Md. Moinuddin Hiader\, Associate Scientist\, icddr\,b \nThe speaker will initiate the talk by briefly discussing what he and his team expect from a fresh graduate as employers and what helps in career growth in public health research. He will conclude the talk by discussing 2-3 research ideas using publicly available data. URL:https://isrt.ac.bd/event/applied-statistics-and-data-science-seminar-on-monday-december-23-2024/ CATEGORIES:seminar END:VEVENT BEGIN:VEVENT DTSTART;TZID=UTC:20241125T150000 DTEND;TZID=UTC:20241125T163000 DTSTAMP:20251023T035857 CREATED:20241124T163439Z LAST-MODIFIED:20241124T163655Z UID:7283-1732546800-1732552200@isrt.ac.bd SUMMARY:ISRT Football Match on November 25 at 3 PM DESCRIPTION:ISRT football team will play the second match of the inter-department tournament on November 25. The match is scheduled against the Department of Geography & Environment and will take place at 3:00 PM at the Central field\, DU. URL:https://isrt.ac.bd/event/isrt-football-match-on-november-25-at-3-pm/ LOCATION:Playing Ground\, DU CATEGORIES:Football END:VEVENT BEGIN:VEVENT DTSTART;TZID=UTC:20241118T030000 DTEND;TZID=UTC:20241118T030000 DTSTAMP:20251023T035857 CREATED:20241117T155455Z LAST-MODIFIED:20241117T155613Z UID:7255-1731898800-1731898800@isrt.ac.bd SUMMARY:First match of ISRT in inter-department football tournament 2024 is on Monday\, 18 Nov 2024 at 3:00 PM DESCRIPTION:ISRT is delighted to announce that the ISRT football team is going to play the first match in the inter-department football tournament 2024 on Monday\, 18 July 2024\, at 3:00 PM against department of Performance and Theater Studies.. The game will be held at the university’s central ground field. \nLet’s come together and make our presence felt on the field. URL:https://isrt.ac.bd/event/first-match-of-isrt-in-inter-department-football-tournament-2024-is-on-monday-18-nov-2024-at-300-pm/ LOCATION:Playing Ground\, DU END:VEVENT BEGIN:VEVENT DTSTART;TZID=UTC:20241111T140000 DTEND;TZID=UTC:20241111T150000 DTSTAMP:20251023T035857 CREATED:20241104T043223Z LAST-MODIFIED:20241104T043223Z UID:7206-1731333600-1731337200@isrt.ac.bd SUMMARY:Applied Statistics and Data Science Seminar on Monday\, November 11\, 2024 DESCRIPTION:Title: Engineering Energy Efficiency among Residential Customers in Deltin 7 using Home Energy Reports (HERs) \nVenue and time: ISRT\, 2:00 pm \nSpeaker: Atonu Rabbani\, Ph.D\, Professor\, Department of Economics\, Deltin 7 Aviator গেম টাকা ইনকাম of Deltin 7 \nAbstract: \nIn this study\, we estimated the potential impacts of home energy reports (HERs) on energy efficient behaviours among residential customers of Deltin 7\, the capital of Bangladesh. We partnered with one of the two major retail power distribution companies. Using administrative consumption data\, we developed HERs with social feedback or descriptive norms\, where customers received comparisons between their own consumption and the averages of their neighbours. Using a randomized control trial\, we compared the electric energy consumption of a group who received “placebo” reports based only on their own consumption and without any comparison groups. Our findings suggest that the energy consumption declined by about 5 percent. However\, these impacts were short-lived and there was also suggestive evidence of possible rebound effects. Consistent with prior findings\, we also found that the impacts were larger for consumers who had higher consumption based on pre-intervention energy consumption. The point estimates suggest that households who received feedbacks based on their expenditure exhibited a larger impact compared to the households who received quantity-based feedbacks. The preliminary analyses suggest that behavioural nudges can be effective in the short run and that more intense and continuous feedback may be necessary for longer-term effects. URL:https://isrt.ac.bd/event/applied-statistics-and-data-science-seminar-on-monday-november-11-2024/ CATEGORIES:seminar END:VEVENT BEGIN:VEVENT DTSTART;TZID=UTC:20241110T180000 DTEND;TZID=UTC:20241201T210000 DTSTAMP:20251023T035857 CREATED:20240915T162436Z LAST-MODIFIED:20240929T034137Z UID:7025-1731261600-1733086800@isrt.ac.bd SUMMARY:Stata for Applied Statistics and Data Science DESCRIPTION:Details are given at https://isrt.ac.bd/training/stata URL:https://isrt.ac.bd/event/stata-for-applied-statistics-and-data-science/ LOCATION:ISRT\, ISRT\, Deltin 7 Aviator গেম টাকা ইনকাম of Deltin 7\, Deltin 7\, Bangladesh CATEGORIES:training END:VEVENT BEGIN:VEVENT DTSTART;TZID=UTC:20240927T090000 DTEND;TZID=UTC:20240928T210000 DTSTAMP:20251023T035857 CREATED:20240915T164043Z LAST-MODIFIED:20240926T031839Z UID:7036-1727427600-1727557200@isrt.ac.bd SUMMARY:SPSS Hands-on for Data Science (short training course) DESCRIPTION:Details are given at https://isrt.ac.bd/training/spss URL:https://isrt.ac.bd/event/spss-hands-on-for-data-science-short-training-course-2/ LOCATION:ISRT\, ISRT\, Deltin 7 Aviator গেম টাকা ইনকাম of Deltin 7\, Deltin 7\, Bangladesh CATEGORIES:training END:VEVENT BEGIN:VEVENT DTSTART;TZID=UTC:20240918T100000 DTEND;TZID=UTC:20240918T113000 DTSTAMP:20251023T035857 CREATED:20240915T033016Z LAST-MODIFIED:20240916T045507Z UID:7018-1726653600-1726659000@isrt.ac.bd SUMMARY:A talk by Awan Afiaz on 18 September 2024 DESCRIPTION:Title: Optimal Sandwich Variance Estimator in Penalized GEE for Nearly Separated Longitudinal Binary Data with Small Samples \nVenue and time: ISRT\, 10:00 am \nSpeaker: Awan Afiaz\, PhD candidate at the Department of Biostatistics\, Deltin 7 Aviator গেম টাকা ইনকাম of Washington Seattle\, WA\, USA and ISRT alumnus \nAbstract: \nData separation arises in both independent and correlated binary data in biomedical studies and poses a substantial challenge that can lead to unreliable estimates and misleading inferences. This problem can occur due to a small sample size\, a rare exposure or event\, a very strong predictor or a linear combination of predictors\, high within-subject correlation (ICC)\, or any combination of these issues. Penalized generalized estimating equations (GEE) have been shown to be the superior approach for handling separation in binary longitudinal data\, along with bias-corrected sandwich variance estimators. Although the sandwich variance estimator is valid under misspecification of the working correlation structure in GEE\, it is downward biased by design for small samples and requires large samples for the asymptotic advantages to take effect. This has led to the development of several modified robust variance estimators for GEE for small samples\, which motivates finding the optimal sandwich estimator in the context of penalized GEE when there is near separation (sparsity) in the data. The current study proposed a bias-corrected sandwich variance estimator for penalized GEE and compared its performance with ten extant sandwich estimators for nearly separated data using a simulation study. To motivate the need for an optimal sandwich estimator in penalized GEE\, we demonstrated that the existing small-sample based estimators provided contradictory results when using dermatophyte-toe onychomycosis trial data. The proposed sandwich estimator does not require any additional assumptions beyond those already employed by the original sandwich estimator for GEE. We evaluated the proposed sandwich estimator by assessing the ratio of the average SEs and the empirical SD and by calculating the type-I error rates for Wald tests of the regression coefficients. Our simulation studies showed that the proposed estimator yielded nominal-level type-I error rates based on Wald tests of regression coefficients\, regardless of whether the working correlation model was correctly specified. Furthermore\, while existing approaches performed well when the number of subjects was high\, the proposed estimator achieved nominal type-I error rates with sample sizes as low as 10\, even in the most extreme scenarios. Even though all existing sandwich estimators performed better as the number of subjects increased\, exhibiting the usual asymptotic behavior of sandwich estimators\, no other estimator uniformly achieved optimal performance faster (with respect to the number of subjects and ICC) than our proposed estimator URL:https://isrt.ac.bd/event/a-talk-by-awan-afiaz-on-18-september-2024/ CATEGORIES:seminar END:VEVENT BEGIN:VEVENT DTSTART;TZID=UTC:20240808T180000 DTEND;TZID=UTC:20240831T213000 DTSTAMP:20251023T035857 CREATED:20240612T144902Z LAST-MODIFIED:20240612T151157Z UID:6768-1723140000-1725139800@isrt.ac.bd SUMMARY:Stata for Applied Statistics and Data Science training program DESCRIPTION:Stata for Applied Statistics and Data Science training program. Details on https://isrt.ac.bd/training/stata URL:https://isrt.ac.bd/event/6768/ CATEGORIES:training END:VEVENT BEGIN:VEVENT DTSTART;TZID=UTC:20240719T100000 DTEND;TZID=UTC:20240720T193000 DTSTAMP:20251023T035857 CREATED:20240612T145921Z LAST-MODIFIED:20240711T122546Z UID:6774-1721383200-1721503800@isrt.ac.bd SUMMARY:SPSS Hands-on for Data Science (short training course) DESCRIPTION:SPSS Hands-on for Data Science (short training course).\n\nDetails on https://isrt.ac.bd/training/spss \nRegistration form URL:https://isrt.ac.bd/event/spss-hands-on-for-data-science-short-training-course/ LOCATION:ISRT Seminar Room (3rd floor)\, Institute of Statistical Research and Training\, Deltin 7 Aviator গেম টাকা ইনকাম of Deltin 7\, Deltin 7\, Please Select\, 1000\, Bangladesh CATEGORIES:training END:VEVENT BEGIN:VEVENT DTSTART;VALUE=DATE:20240211 DTEND;VALUE=DATE:20240212 DTSTAMP:20251023T035857 CREATED:20240109T051730Z LAST-MODIFIED:20240109T051730Z UID:6403-1707609600-1707695999@isrt.ac.bd SUMMARY:Research Publication Fair to be held on February 11\, 2024 at the IBA premises DESCRIPTION:The Institutes of the Deltin 7 Aviator গেম টাকা ইনকাম of Deltin 7 will be participating in a day-long Research Publication Fair to be held on February 11\, 2024 at the IBA premises. This year\, ISRT is responsible for organizing the fair. URL:https://isrt.ac.bd/event/research-publication-fair-to-be-held-on-february-11-2024-at-the-iba-premises/ LOCATION:IBA CATEGORIES:other ATTACH;FMTTYPE=image/png:https://isrt.ac.bd/wp-content/uploads/2024/01/Screen-Shot-2024-01-09-at-10.47.42-AM.png END:VEVENT BEGIN:VEVENT DTSTART;TZID=UTC:20240205T140000 DTEND;TZID=UTC:20240205T153000 DTSTAMP:20251023T035857 CREATED:20240204T022109Z LAST-MODIFIED:20240204T022109Z UID:6480-1707141600-1707147000@isrt.ac.bd SUMMARY:Applied Statistics and Data Science Seminar on Monday\, February 5\, 2024 DESCRIPTION:Two talks (20 minutes each) \nVenue and time: ISRT\, 2:00 pm \nTalk 1 \nTopic : Data Tracker Table \nSpeaker: Nur Mohammad\, 2nd year student\, ISRT \n  \nTalk 2 \nTopic : Introduction to Typst: a modern typesetting system \nSpeaker: Md. Aminul Islam Shazid\, MS student\, ISRT URL:https://isrt.ac.bd/event/applied-statistics-and-data-science-seminar-on-monday-february-5-2024/ CATEGORIES:seminar END:VEVENT BEGIN:VEVENT DTSTART;TZID=UTC:20240201T150000 DTEND;TZID=UTC:20240302T170000 DTSTAMP:20251023T035857 CREATED:20231130T085225Z LAST-MODIFIED:20240214T142035Z UID:6300-1706799600-1709398800@isrt.ac.bd SUMMARY:'R for Applied Statistics and Data Science' Training Program to start from 01 February 2024 DESCRIPTION:After successfully conducting four training programs on R\, ISRT is now organizing its fifth on-campus (in-person) R for Applied Statistics and Data Science program from February 01\, 2024. Details of the program are available on its webpage: https://www.isrt.ac.bd/training/r/ URL:https://isrt.ac.bd/event/r-for-applied-statistics-and-data-science-training-program-to-start-from-01-february-2024/ CATEGORIES:training END:VEVENT BEGIN:VEVENT DTSTART;TZID=UTC:20240201T140000 DTEND;TZID=UTC:20240201T153000 DTSTAMP:20251023T035857 CREATED:20240129T030850Z LAST-MODIFIED:20240129T031353Z UID:6427-1706796000-1706801400@isrt.ac.bd SUMMARY:Applied Statistics and Data Science Seminar on Thursday\, February 1\, 2024 DESCRIPTION:Title: A Introduction to Power BI – Data visualization \nVenue and time: ISRT\, 2:00 pm \nSpeaker: Tawfique Abdur Razzaque\, Senior Data Analyst\, Business Intelligence\, Therap (BD) Ltd. \n  \nWhat is Power BI? \nMicrosoft Power BI is an interactive data visualization software product developed by Microsoft with a primary focus on business intelligence. It is part of the Microsoft Power Platform. Power BI is a collection of software services\, apps\, and connectors that work together to turn various sources of data into static and interactive data visualizations. [Wikipedia] \n. URL:https://isrt.ac.bd/event/applied-statistics-and-data-science-seminar-on-thursday-february-1-2024/ CATEGORIES:seminar END:VEVENT BEGIN:VEVENT DTSTART;VALUE=DATE:20240127 DTEND;VALUE=DATE:20240128 DTSTAMP:20251023T035857 CREATED:20240121T131531Z LAST-MODIFIED:20240121T132327Z UID:6420-1706313600-1706399999@isrt.ac.bd SUMMARY:R-fest on January 27 (Saturday) at ISRT DESCRIPTION:ISRT will organize an R–fest on January 27 (Saturday) at ISRT. It will be a day-long program. Second-year students (Batch 28) will present their R project works at the festival. The presentations would be related to R or statistical computing in general. It will be a short presentation\, not more than 15 minutes. URL:https://isrt.ac.bd/event/r-fest-on-january-27-saturday-at-isrt/ CATEGORIES:other ATTACH;FMTTYPE=image/png:https://isrt.ac.bd/wp-content/uploads/2024/01/R-FEST-Social-Media-2-e1705843385644.png END:VEVENT BEGIN:VEVENT DTSTART;TZID=UTC:20240125T140000 DTEND;TZID=UTC:20240125T153000 DTSTAMP:20251023T035857 CREATED:20240123T024936Z LAST-MODIFIED:20240123T024936Z UID:6424-1706191200-1706187700@isrt.ac.bd SUMMARY:Applied Statistics and Data Science Seminar on Thursday\, January 25\, 2024 DESCRIPTION:Title: A talk on SurveyCTO (An app for collecting data in surveys) \nVenue and time: ISRT\, 2:00 pm \nSpeaker: Sultan Mahmood\, Research Investigator (Gender\, Equity and Rights) at icddr\,b. URL:https://isrt.ac.bd/event/applied-statistics-and-data-science-seminar-on-thursday-january-25-2024/ END:VEVENT BEGIN:VEVENT DTSTART;TZID=UTC:20240122T140000 DTEND;TZID=UTC:20240122T153000 DTSTAMP:20251023T035857 CREATED:20240118T092012Z LAST-MODIFIED:20240118T092012Z UID:6415-1705932000-1705937400@isrt.ac.bd SUMMARY:Applied Statistics and Data Science Seminar on Thursday\, January 22\, 2024 DESCRIPTION:Title: Impact of Covid-19 on im(mobility) of informal sector workers in Deltin 7\, Bangladesh \nVenue and time: ISRT\, 2:00 pm \nSpeaker: Md. Touhidul Alam\, PhD student at Lancaster Environment Centre\, Lancaster Deltin 7 Aviator গেম টাকা ইনকাম\, UK \nAbstract: \nComparable to many fast-growing cities of the developing world\, Deltin 7 city contributes greatly to the national economy (36% of GDP and 32% of national employment)\, with much of the employments being in the informal sectors. During COVID-19 pandemic\, the poorest section of this informal workforce with little or no savings became the worst victim of economic turmoil and lockdown. To escape starvation and annihilation\, many had but to return to the very villages that they had left to join Deltin 7’s ever-expanding informal workforce. Curiously\, following lifting of the COVID-19 restrictions\, many of the returnees did not come back to the city immediately. This trend has the potential to reduce the supply of informal workforce to the city\, although their absorption in the rural economy has many positives for the rural development – like the availability of new skills\, ideas and technology. Taken collectively\, COVID-19 might have opened-up new possibilities for poorer people to secure higher wellbeing for themselves\, as well as to unleash a new way of doing development. While studies focusing on loss of jobs\, food insecurity and coping mechanisms of informal workers in Bangladesh are emerging\, documentation of the (im)mobility of informal workers is required for better policymaking and advancing scientific knowledge. URL:https://isrt.ac.bd/event/applied-statistics-and-data-science-seminar-on-thursday-january-22-2024/ CATEGORIES:seminar END:VEVENT BEGIN:VEVENT DTSTART;TZID=UTC:20240118T080000 DTEND;TZID=UTC:20240118T113000 DTSTAMP:20251023T035857 CREATED:20240117T091316Z LAST-MODIFIED:20240117T091316Z UID:6413-1705564800-1705577400@isrt.ac.bd SUMMARY:First Match of the Inter-department Cricket Tournament\, 2023-24 is on January 18\, 2024 DESCRIPTION:ISRT Cricket Team is going to play its first match in the inter-department cricket tournament tomorrow at 8:30 AM. The opponent is the Department of Clinical Pharmacy & Pharmacology. URL:https://isrt.ac.bd/event/first-match-of-the-inter-department-cricket-tournament-2023-24-is-on-january-18-2024/ CATEGORIES:other END:VEVENT BEGIN:VEVENT DTSTART;TZID=UTC:20240111T140000 DTEND;TZID=UTC:20240111T153000 DTSTAMP:20251023T035857 CREATED:20240110T044931Z LAST-MODIFIED:20240110T080942Z UID:6407-1704981600-1704987000@isrt.ac.bd SUMMARY:Applied Statistics and Data Science Seminar on Thursday\, January 11\, 2024 DESCRIPTION:Title: Estimating Causal Effects of Socio-economic Factors on the Prevalence of Cesarean Section Delivery in Bangladesh \nVenue and time: ISRT\, 1:45 pm \nSpeaker: Dr  A. H. M. Mahbub Latif\, Professor\, ISRT\, DU \nAbstract: TBA \n  URL:https://isrt.ac.bd/event/applied-statistics-and-data-science-seminar-on-thursday-january-11-2024/ CATEGORIES:seminar END:VEVENT BEGIN:VEVENT DTSTART;TZID=UTC:20240104T140000 DTEND;TZID=UTC:20240104T153000 DTSTAMP:20251023T035857 CREATED:20240102T094327Z LAST-MODIFIED:20240102T094327Z UID:6392-1704376800-1704382200@isrt.ac.bd SUMMARY:Applied Statistics and Data Science Seminar on Thursday\, January 4\, 2024 DESCRIPTION:Title: PARD: Patient-Specific Abnormal Region Detection in Alzheimer’s Disease Studies \nVenue and time: ISRT\, 2:00 pm \nSpeaker: Avizit Adhikary\, PhD candidate\, Florida State Deltin 7 Aviator গেম টাকা ইনকাম \nAbstract: \nAlzheimer’s disease (AD) is the primary cause of dementia\, leading to cognitive challenges in processing new information\, handling complex tasks\, and experiencing personality fluctuations. To better understand and treat AD\, extensive research is needed to detect abnormal brain regions in an AD patient that can facilitate providing targeted medicine and improve the treatment pathways. However\, these regions may vary among the subjects due to the heterogeneity arising from demographic factors such as age and gender. Furthermore\, brain cells within a subject have inherent spatial dependence among themselves\, and a diseased cell may affect its neighboring cells to an unknown extent. In addition\, unmeasured confounders and measurement errors can partially or entirely mask the abnormal regions. All these points make these diseased regions challenging to detect. To this end\, we propose a Patient-specific Abnormal Region Detection (PARD) algorithm to identify the heterogeneous diseased regions by solving a Bayesian latent-space variable selection problem. Using Bayesian hierarchical modeling\, we account for the heterogeneity among the subjects as a large-scale variability and incorporate the inherent spatial dependence within subjects using ising priors into the latent space. A Gibbs sampling framework is derived for efficiently estimating the model parameters and hyper-parameters. The simulation study shows the superiority of the proposed algorithm over popular unsupervised learning methods. The algorithm is further applied to the resting-state MRI brain scans of subjects collected from Alzheimer’s Disease Neuroimaging Initiative (ADNI)\, and the detected regions are validated and analyzed by cross-matching with the brain’s default mode network (DMN). URL:https://isrt.ac.bd/event/applied-statistics-and-data-science-seminar-on-thursday-january-4-2024/ CATEGORIES:seminar END:VEVENT BEGIN:VEVENT DTSTART;TZID=UTC:20231206T123000 DTEND;TZID=UTC:20231206T133000 DTSTAMP:20251023T035857 CREATED:20231203T134558Z LAST-MODIFIED:20231203T134558Z UID:6308-1701865800-1701869400@isrt.ac.bd SUMMARY:The ISRT Golden Jubilee Award is on Dec 06 DESCRIPTION:Every year ISRT selects a student to receive the prestigious ISRT Golden Jubilee Award for outstanding performance in the B.S. (Hons.) program. This year\, Md. Muhitul Alam and Md. Abdullah Al Fahim of Session 2021-22\, have been jointly nominated to receive this award.\n\nThe award-giving ceremony will take place on Wednesday\, December 6\, 2023\, in the ISRT seminar room at 12:30 p.m. Professor Dr. A. S. M. Maksud Kamal\, Honorable Vice Chancellor\, Deltin 7 Aviator গেম টাকা ইনকাম of Deltin 7\, has given his kind consent to attend the program as Chief Guest and Professor Dr. Md. Abdus Samad\, Dean\, Faculty of Science will join the program as Special Guest. You are welcome to attend the ceremony to congratulate the awardees and make the program successful. URL:https://isrt.ac.bd/event/the-isrt-golden-jubilee-award-is-on-dec-06/ LOCATION:ISRT Seminar Room (3rd floor)\, Institute of Statistical Research and Training\, Deltin 7 Aviator গেম টাকা ইনকাম of Deltin 7\, Deltin 7\, Please Select\, 1000\, Bangladesh CATEGORIES:other ATTACH;FMTTYPE=image/jpeg:https://isrt.ac.bd/wp-content/uploads/2023/12/PHOTO-2023-12-03-19-36-28.jpg END:VEVENT BEGIN:VEVENT DTSTART;TZID=UTC:20231106T140000 DTEND;TZID=UTC:20231106T153000 DTSTAMP:20251023T035857 CREATED:20231105T053544Z LAST-MODIFIED:20231105T054143Z UID:6243-1699279200-1699284600@isrt.ac.bd SUMMARY:Applied Statistics and Data Science Seminar on Monday\, November 6\, 2023 DESCRIPTION:Title: On the Development and Validation of Risk Prediction Models for Rare Outcomes \nVenue and time: ISRT\, 2:00 pm \nPresenter:  Dr. Md. Shafiqur Rahman\, Professor of Applied Statistics\, ISRT \nAbstract: \nRisk prediction models are commonly developed in clinical research to predict patients’ future health outcomes such as death or state of illness due to disease and/or to classify patients into clinical risk groups (low\, medium\, and high). Predictions from these models are useful to make joint decisions with both patient and clinician for future courses of treatment. However\, clinicians will be reluctant to use these models unless they can trust their predictions. To maximize the prediction accuracy and clinical utility of these models\, it is essential to ensure that they are rigorously developed\, validated\, and evaluated. However\, the standard process of model development and validation faces serious problems when the outcome is rare. This talk discusses the methodological challenges and possible solutions of model development and validation for data with rare outcomes. Issues are discussed providing separate examples of predictive models for binary and survival data with rare outcomes and illustrating them using both simulated and practical data. URL:https://isrt.ac.bd/event/applied-statistics-and-data-science-seminar-on-monday-november-6-2023/ CATEGORIES:seminar END:VEVENT BEGIN:VEVENT DTSTART;TZID=UTC:20231009T140000 DTEND;TZID=UTC:20231009T153000 DTSTAMP:20251023T035857 CREATED:20231006T172907Z LAST-MODIFIED:20231006T173606Z UID:6089-1696860000-1696865400@isrt.ac.bd SUMMARY:Applied Statistics and Data Science Seminar on Monday\, October 9\, 2023 DESCRIPTION:Title: Joint copula-frailty approach to model clustered survival data with dependent censoring (PhD proposal) \nVenue and time: ISRT\, 2:00 pm \nPresenter:  Nasrin Sultana\, PhD student at ISRT \nAbstract: \nWith the development of modern medical technology\, in many situations naturally a fraction of patients can be cured\, or the disease free\, while the non-cured patients lengthen their survival time. Recurrence of a disease or event is a very common phenomenon in biomedical studies. The uncured patients experience the recurrence of the disease because of some unobserved random effects or heterogeneity. Dependent censoring may arise in some situations when the right censoring is completely or partly caused by an event other than the terminal event of interest\, possibly due to these random effects. We aim at developing both a joint frailty model and a joint frailty copula model for such recurrent event lifetime data considering cure fraction that captures the heterogeneity due to dependent censoring. To achieve dependent censoring\, we also need to add joint modelling of recurrent time and time to death where time to death determines the censoring mechanism. A likelihood-based technique has been developed for the proposed models. The Expectation-Maximization (EM) and Monte Carlo Expectation-Maximization (MCEM) algorithms are being developed to carry out the underlying parameter estimation and inference procedures. URL:https://isrt.ac.bd/event/applied-statistics-and-data-science-seminar-on-monday-october-9-2023/ CATEGORIES:seminar END:VEVENT BEGIN:VEVENT DTSTART;TZID=UTC:20231008T150000 DTEND;TZID=UTC:20231008T163000 DTSTAMP:20251023T035857 CREATED:20231006T175159Z LAST-MODIFIED:20231006T175159Z UID:6091-1696777200-1696782600@isrt.ac.bd SUMMARY:A talk by Bangladesh Data Center Company Limited on Sunday\, October 8\, 2023 DESCRIPTION:Representatives from Bangladesh Data Center Company Limited (BDCCL)\, a tier IV national data centre\, will be giving a talk this coming Sunday\, October 8\, 2023 at 3 pm on the following topic:\n\n“Empowering Future Leaders of Data-driven Ecosystem through Innovation”\n\n\nThis talk is a part of ISRT’s initiative to organize career development programs for students and to link academia with industry. The talk focuses on the future directions\, scopes and challenges of data science in Bangladesh.\n  \n  URL:https://isrt.ac.bd/event/a-talk-by-bangladesh-data-center-company-limited-on-sunday-october-8-2023/ CATEGORIES:seminar END:VEVENT BEGIN:VEVENT DTSTART;TZID=UTC:20231004T090000 DTEND;TZID=UTC:20231004T130000 DTSTAMP:20251023T035857 CREATED:20230927T134518Z LAST-MODIFIED:20230927T134518Z UID:6050-1696410000-1696424400@isrt.ac.bd SUMMARY:Launching ceremony of Applied Statistics and Data Science on October 4\, 2023 DESCRIPTION:ISRT is organizing a launching ceremony of its much anticipated Applied Statistics and Data Science programs. The objective is to publicise these programs among private stakeholders\,  government offices\, and other academic institutions. I invite you to attend the launching ceremony\, which will take place on October 4\, 2023 at 9:30 a.m. at the Deltin 7 Deltin 7 Aviator গেম টাকা ইনকাম Senate Bhaban. The invitation card is enclosed. URL:https://isrt.ac.bd/event/launching-ceremony-of-applied-statistics-and-data-science-on-october-4-2023/ LOCATION:Nabab Nawab Ali Chowdhury Senate Bhaban\, Deltin 7 Aviator গেম টাকা ইনকাম of Deltin 7\, Deltin 7 Aviator গেম টাকা ইনকাম of Deltin 7\, Deltin 7\, Bangladesh\, 1000 ATTACH;FMTTYPE=image/jpeg:https://isrt.ac.bd/wp-content/uploads/2023/09/final_invitation.jpg END:VEVENT BEGIN:VEVENT DTSTART;TZID=UTC:20230918T140000 DTEND;TZID=UTC:20230918T153000 DTSTAMP:20251023T035857 CREATED:20230914T064104Z LAST-MODIFIED:20230914T064619Z UID:6029-1695045600-1695051000@isrt.ac.bd SUMMARY:Applied Statistics and Data Science Seminar on Monday\, September 18\, 2023 DESCRIPTION:Title: The Generalized Variable Importance Metric: A model agnostic method to identify predictor outcome relationship \nPresenter:  \nKaviul Anam khan \nPhD  in Biostatistics candidate at the Dalla Lana School of Public Health\, Deltin 7 Aviator গেম টাকা ইনকাম of Toronto \nAssistant Professor\, Department of Statistical Sciences\, Deltin 7 Aviator গেম টাকা ইনকাম of Toronto \n  \nAbstract: \nThe aim my research is to define importance of predictors for black box machine learning methods\, where the prediction function can be highly non-additive and cannot be represented by statistical parameters. In this paper we defined a “Generalized Variable Importance Metric (GVIM)” using the true conditional expectation function for a continuous or a binary response variable. We further showed that the defined GVIM can be represented as a function of the Conditional Average Treatment Effect (CATE) squared for multinomial and continuous predictors. Then we propose how the metric can be estimated using any machine learning models. Finally we showed the properties of the estimator using multiple simulations. While the estimators for the GVIM are consistent\, they have small sample biases. We proposed and efficient influence function based approach under some regularity conditions to perform one step correction of the bias. This research is going to significantly impact the public and clinical health sciences\, since this opens the door for effectively using modern machine learning methods in real life applications in health sciences. URL:https://isrt.ac.bd/event/6029/ CATEGORIES:seminar END:VEVENT BEGIN:VEVENT DTSTART;TZID=UTC:20230910T170000 DTEND;TZID=UTC:20231003T170000 DTSTAMP:20251023T035857 CREATED:20230811T065741Z LAST-MODIFIED:20230818T183544Z UID:5968-1694365200-1696352400@isrt.ac.bd SUMMARY:Training programs on Applied Statistics for Data Science using SPSS and Stata to begin from September 10\, 2023 DESCRIPTION:The upcoming SPSS and Stata training programs will begin on Septermber 10\, 2023. For further details (program schedule\, registration etc.) please click on the link https://www.isrt.ac.bd/training/spss-and-stata/ URL:https://isrt.ac.bd/event/spss-and-stata-training-programs-to-begin-from-september-10-2023/ CATEGORIES:training END:VEVENT END:VCALENDAR