In probability and statistics, special numbers are used to compute probabilities by counting the number of ways certain events can occur. The most famous are combinations and permutations. Both are used to count the ways to arrange or select items from a set. If a set contains n elements: A
Generative AI (GenAI) has moved past its experimental phase. It is now deeply embedded in core business workflows, from sophisticated financial modeling and predictive analytics to dynamic content creation and strategic decision-making. This means the very definition of a “job-ready” professional has dramatically changed. Global surveys reveal the same trend:
I've often wondered about the logic that the SGPLOT procedure in SAS uses to determine whether a set of graphical overlays will receive identical attributes or different attributes. (Recall that color, size, line style, and marker symbol are all examples of attributes.) I know that when you plot grouped data
Authors: Subbu Pazhani and Rob Pratt Large-scale real-world optimization problems with advanced business rules are often difficult to solve with standalone traditional optimization algorithms. Metaheuristic algorithms often complement these traditional optimization techniques. These are a class of powerful and flexible algorithms designed to address complex optimization problems, which traditional methods
In data analysis, sometimes we need to perform a preliminary task before we can analyze data. Often the task needs to be performed only once per session. For example, you might need to download or merge data prior to your analysis. Or you might need to define or load a
La IA Generativa está transformando el panorama empresarial a una velocidad sin precedentes, habilitando desde asistentes inteligentes y generación automática de contenidos hasta simulaciones complejas y nuevos modelos de negocio. Tecnologías como los modelos de lenguaje grandes (LLM), los gemelos digitales y los sistemas de diseño automatizado están redefiniendo la
SAS empowers modern demand planners with AI-driven tools like SAS Visual Forecasting and SAS Intelligent Planning to meet rising customer expectations through accurate, responsive, and scalable demand planning solutions.
[SAS 실시간 제재 스크리닝 도입사례 - Orange Bank] - Orange Bank, SAS의 고급 분석 및 실시간 제재 스크리닝 솔루션 도입 후 리스크 대응 민첩성 및 효율성 향상 - 오탐률 감소, 성능 개선, 운영 효율성 강화 디지털 금융의 선두주자 Orange Bank는 금융 범죄 및 테러 자금 조달(CFT)에 대한 대응 역량을
SAS supports more than 25 common probability distributions for the PDF, CDF, QUANTILE, and RAND functions. If you need a less-common distribution, you can implement new distributions by using Base SAS (specifically, PROC FCMP) or the SAS/IML language. On the SAS Support Communities, a SAS programmer asked how to implement
A previous article discusses Cohen's d statistic and how to compute it in SAS. For a two-sample independent design, Cohen's d estimates the standardized mean difference (SMD). Because Cohen's d is a biased statistic, the previous article also computes Hedges' g, which is an unbiased estimate of the SMD. Lastly,
SAS Viya now includes built-in bias mitigation in its machine learning procedures to help users develop ethical and trustworthy AI models by automatically detecting and reducing bias during training.
SAS is transforming the motor insurance claims process by integrating of tools - blending data management, ML, and UX into 1 complete system.
What is Cohen's d statistic and how is it used? How can you compute it in SAS? This article gives some history behind Cohen's d statistic. It shows how to compute the statistic in SAS for the difference in means between two independent samples. It shows how to estimate a
SAS Hackathon 2025が間もなく開幕 公式サイトはこちら☞ https://www.sas.com/sas/events/hackathon.html はじめに 課題、テーマや使用データ 課題やテーマ、使用データは参加者ご自身で準備いただきます 2023年の日本からの参加チームは、オープンデータを使用したチーム、普段の自社内の取り組みプロジェクトのデータを使用したチームなどがありました 分析環境や、専門スキルの支援などはSAS側で用意されます コミュニケーションに使用する言語 日本からの参加者をサポートするメンターはSAS Japanから日本語を話す社員が担当する予定ですが、エキスパートや他の参加者との交流は英語になります 成果物に使用する言語 成果物（プレゼン動画やプレゼン資料、アプリケーションなど）は英語になります。昨年の日本からの参加チームはそれぞれ、英語でのプレゼン、無音声英語文字のみのプレゼン、英語機械音声など様々な方法で対応されました 作業場所 オンラインでの約１か月間の作業なので、作業場所は、参加チームそれぞれで確保いただきます 2025 キックオフイベントの様子 ソーシャル メディア プラットフォーム経由で視聴する LinkedIn☞https://www.linkedin.com/events/7333469635326984193/ Youtube☞https://www.youtube.com/live/yp008_MVfF4 SAS Hackathonとは 好奇心は私たちの規範です 素晴らしいアイデアは、どこからでも誰からでも生まれます。さまざまな地域から、さまざまな背景やスキルレベルを持つデータ愛好家が集まると、驚くべきことが起こります。これらの優れた頭脳は、私たちの日常生活、ビジネスのやり方、人道的活動への取り組み方を変えるような新しいものを発明するでしょう。好奇心旺盛な頭脳が協力し合うと、世界が勝利するからです。 特長 仲間のプログラマーと協力する 経験豊富なデータ サイエンティストから初心者の技術者、パートナー、SAS エキスパートまで、誰もがクラウド上の SAS® Viya でオープン ソースを使用します。 無料の学習リソースを活用する トレーニング コースや仮想学習ラボを利用して、AI、クラウド環境、業界に関するコーチングを活用できます。 新しいテクノロジーを簡単に試すことができる SAS ハッカソンは、SAS ユーザーだけでなく、初心者や新規参入者の好奇心を刺激します。Python と R の専門知識を持つオープンソース プログラマーでも、そのスキルを SAS Viya
SAS provides procedures to fit common probability distributions to sample data. You can use PROC UNIVARIATE in Base SAS or PROC SEVERITY in SAS/ETS software to estimate the distribution parameters for approximately 20 common distributions, including normal, lognormal, beta, gamma, and Weibull. Since there are infinitely many distributions, you may
Many common probability distributions contain terms that increase or decrease quickly, such as the exponential function and factorials. The numerical evaluation of these quantities can result in numerical overflow (or underflow). This is why we often work on the logarithmic scale: on the log-scale, the numerical computations for equations such
전세계가 끊임없는 위기 속에서 혼돈의 시기를 지나고 있습니다. 미국의 금리 정책 변화, 지역 분쟁, 원자재 가격의 급등락, 규제 변화, 그리고 점점 더 잦아지는 기후 재난 등은 기존의 운영 계획을 무용지물로 만들고 있습니다. 이러한 시대에 은행이 생존하고 성장하기 위해 반드시 갖추어야 할 역량이 있습니다. 바로 통합 재무제표 관리(Integrated Balance Sheet
Suppose you measure data weekly. According to the ISO standard, weeks are measured in the range 1-53, where most years have 52 weeks, but occasionally there is a "leap week." (The WEEK function in SAS implements the ISO standard to find the week-of-the-year for any date.) The heat map to
A practical guide to SAS Procedures in Viya 4, introducing their purpose, showcasing real-world examples, and highlighting a new downloadable cheat sheet that simplifies navigation across SAS’s advanced analytics portfolio.
Dating can be a challenge. No, I'm not talking about the process of finding a soulmate. I'm talking about managing days, weeks, months, and years in statistical analyses and reports! One challenge is how to number the weeks of the year. Because there are seven days in a week, 52
[SAS ALM 도입사례-Alliance Bank] -규제 요구에 선제적으로 대응하며 워크플로우와 리소스를 최적화 -자산 및 부채관리(ALM) 혁신으로 운영비, 인건비 및 생산비용 10% 절감 예측하기 어려운 변동성과 불확실성이 심화되고 있는 최근의 시장 환경은 금융기관들에게 과거와는 다른 대응과 변화를 요구하고 있습니다. 이런 가운데, Alliance Bank Malaysia Berhad(이하 Alliance Bank)는 SAS 자산부채종합관리(SAS® Asset and Liability Management,
Health care fraud, waste, and abuse (FWA) cost the industry billions each year—but what if we could outsmart it? Enter SAS Payment Integrity for Health Care: Detect and Prevent, a groundbreaking solution that is redefining how we can tackle FWA. As the first to offer models-as-a-service in a Commercial Off-The-Shelf
Las tecnologías de rápido crecimiento como la IA pueden presentar barreras de entrada, ya sean de infraestructura, limitaciones de datos, falta de talento o el cumplimiento de regulaciones en constante evolución. Organizaciones desde el sector sanitario hasta el manufacturero y el público suelen verse obstaculizadas por estos obstáculos que pueden
La búsqueda constante de maximizar nuestra productividad. Todos queremos ser más eficientes en el trabajo y dedicar más tiempo a nuestros seres queridos. A medida que evalúa los datos y la tecnología de IA para automatizar procesos y maximizar la eficiencia, es posible que se pregunte si es realmente posible para usted
I follow several data visualization experts on social media. Sometimes, I see a graph that I struggle to interpret. When that happens, I ask myself whether there is a simpler and more effective way to visualize the data. Recently, I saw an example of using a "horizon plot" to visualize
Authors: Madhuri Kulkarni, Anand Surana, and Sudeshna Guhaneogi Imagine skipping the hours-long wait for your favorite amusement park ride by knowing when peak riding times are? Or how about having an itinerary that accounts for everyone’s favorite park activity? Ready for a wild ride? In this post, we explore how
While researching a topic on effect sizes, I learned about a SAS function that is related to noncentrality parameters. I previously wrote an article about the noncentral t distribution, which is one of several well-known distributions that contains an optional noncentrality parameter. I mentioned that the PDF, CDF, and QUANTILE
My colleague Rick Wicklin maintains a nifty chart that shows the timeline of SAS releases since Version 8. A few of you asked if I could post a similar chart for SAS Enterprise Guide. Here it is. Like Rick, I used new features in SAS 9.4 to produce this chart
What if the data behind your next prescription could help save lives – not just yours, but millions more? Behind the scenes, researchers are turning everyday health records into powerful insights that shape the safety of drugs and medical devices. At the heart of this work is Cheryl Walraven, a
