SAS Risk and Quantitative Analysis from SAS

Delivers a comprehensive platform for quantitative research and risk management, supporting model development, scenario analysis, stress testing, and integration with regulatory reporting.

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Quantitative Analysis Tools for Investment Research & Analysis

Software for statistical analysis, econometric modeling, and quantitative research to identify patterns, correlations, and potential investment opportunities based on historical data and mathematical models.
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Data Integration & Management
(0 Yes /0 Known /10 Possible features)

Statistical & Quantitative Analysis
(0 Yes /0 Known /10 Possible features)

Econometric Modeling
(0 Yes /0 Known /10 Possible features)

Portfolio Construction & Optimization
(0 Yes /0 Known /10 Possible features)

Risk Measurement & Management
(0 Yes /0 Known /10 Possible features)

Performance Measurement & Attribution
(0 Yes /0 Known /10 Possible features)

Visualization & Reporting
(0 Yes /0 Known /10 Possible features)

Automation & Workflow
(0 Yes /0 Known /10 Possible features)

Integration & Extensibility
(0 Yes /0 Known /10 Possible features)

Speed, Scalability & Performance
(0 Yes /0 Known /10 Possible features)

Security & Compliance
(0 Yes /0 Known /10 Possible features)

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Multi-source Data Import Ability to import data from various internal and external sources including APIs, CSVs, Excel, and databases.		No information available
Real-time Data Feeds Support for continuous ingestion of live market and financial data.		No information available
Historical Data Storage Capacity to store and retrieve large volumes of historical data for backtesting and analysis.		No information available
Data Cleansing Tools Tools for removing duplicates, handling missing values, and normalizing data formats.		No information available
Metadata Management Ability to manage data dictionaries and ensure context/lineage of datasets.		No information available
Automated Data Transformation Automated processes for adjusting or standardizing data before use in models.		No information available
Data Security & Access Controls Capabilities to restrict and monitor user access to sensitive or proprietary datasets.		No information available
Cloud Storage Compatibility Support for major cloud platforms for data storage and compute.		No information available
Data Audit Trails Track and record changes and usage of datasets for compliance and transparency.		No information available
Automated Data Refresh Scheduling and automation of regular data updates from sources.		No information available

Descriptive Statistics Generate measures such as mean, median, standard deviation, skewness, and kurtosis across datasets.		No information available
Correlation Analysis Assess and visualize relationships between different variables or assets.		No information available
Regression Modeling Build and analyze linear and nonlinear regression models, including multi-factor models.		No information available
Time Series Analysis Conduct ARIMA, GARCH, and other time-series forecasting methods.		No information available
Hypothesis Testing Built-in tools for t-tests, chi-square tests, ANOVA, and similar statistical tests.		No information available
Factor Analysis Evaluate and decompose financial returns by factors such as value, momentum, or size.		No information available
Clustering & Classification Support for machine learning clustering/classification (e.g., k-means, decision trees).		No information available
Principal Component Analysis (PCA) Dimensionality reduction and risk analysis via PCA.		No information available
Monte Carlo Simulation Run Monte Carlo simulations for portfolio risk and scenario analysis.		No information available
Custom Statistical Scripting Support for integrating custom statistical scripts (Python, R, etc).		No information available

Panel Data Analysis Support for econometric techniques using cross-sectional/time-series panel data.		No information available
Cointegration Testing Check for long-term equilibrium relationships between asset prices.		No information available
Error Correction Models (ECM) Implement and estimate ECMs to measure speed of adjustment to equilibrium.		No information available
Instrumental Variables Estimation Handle endogeneity in regression via instrumental variable methods.		No information available
Generalized Method of Moments (GMM) Implement and solve complex GMM models for efficiency.		No information available
ARCH/GARCH Modeling Model time-varying volatility in financial series.		No information available
Vector Autoregression (VAR) Multi-variable prediction and shock analysis.		No information available
Structural Equation Modeling (SEM) Ability to estimate multiple and interrelated dependency relationships.		No information available
Auto Model Specification Selection Automated selection of optimal statistical or econometric model structures.		No information available
Macroeconomic Scenario Generation Simulate macroeconomic environments for stress testing portfolios.		No information available

Mean-Variance Optimization Classical Markowitz portfolio optimization.		No information available
Black-Litterman Model Support Support for running Black-Litterman blended optimization.		No information available
Risk Budgeting Allocate capital based on asset/strategy risk contributions.		No information available
Custom Constraint Handling Flexible constraint definitions for liquidity, sector, geography, and other rules.		No information available
Transaction Cost Modeling Estimate and incorporate transaction costs into optimization.		No information available
Tax-aware Optimization Include the impact of different tax treatments in portfolio decision making.		No information available
Scenario Analysis Analyze portfolio responses to hypothetical or user-defined scenarios.		No information available
Backtesting Evaluate portfolio strategies against historical data to assess performance.		No information available
Multi-period Optimization Optimize portfolios through multiple rebalancing periods.		No information available
ESG/Sustainability Integration Support for optimizing portfolios with ESG or sustainable investment constraints.		No information available

Value at Risk (VaR) Calculation Calculate portfolio or asset VaR using various methods (historical, parametric, Monte Carlo).		No information available
Conditional VaR (CVaR) Support for tail risk calculations using CVaR.		No information available
Stress Testing Test performance against extreme but plausible adverse market scenarios.		No information available
Sensitivity Analysis Analyze the impact of changes in risk factors (e.g., interest rates, spreads).		No information available
Exposure Analysis Detailed views on exposures by asset class, region, sector, and risk factor.		No information available
Liquidity Risk Models Assess portfolio vulnerability to liquidity constraints.		No information available
Factor Risk Decomposition Break down portfolio risk by systematic and idiosyncratic factors.		No information available
Automated Alerts Configurable risk alerts on breaches of thresholds or limits.		No information available
Credit Risk Assessment Model and evaluate credit risk exposure within portfolios.		No information available
Integrated Risk Dashboard Visual summary of all risk measurements for quick decision making.		No information available

Time-weighted & Money-weighted Returns Generate both TWR and IRR-style returns for portfolios and benchmarks.		No information available
Multi-level Performance Attribution Decompose contributions to return by asset, sector, region, or factor.		No information available
Custom Benchmark Comparison Measure performance relative to user-defined benchmarks.		No information available
Style Analysis Quantitatively analyze styles (growth/value, small/large-cap, etc.).		No information available
Risk-adjusted Performance Metrics Automatically calculate Sharpe, Sortino, Information Ratio, Alpha, Beta, etc.		No information available
Attribution by Decision Layer Segment attribution to allocation, selection, timing, and interaction effects.		No information available
Custom Time Period Analysis Flexible analysis periods (monthly, quarterly, YTD, custom date ranges).		No information available
Peer Group Comparison Analyze performance versus peer group portfolios or funds.		No information available
Return Decomposition Visualization Graphical breakdown of absolute and relative performance drivers.		No information available
Attribution Report Generation Exportable reports with detailed attribution analyses.		No information available

Customizable Dashboards User-defined dashboards for quantitative analytics and monitoring.		No information available
Interactive Charting Dynamic charts (line, bar, scatter, heatmap, etc.) allowing deep data exploration.		No information available
Scenario & What-if Visualization On-the-fly graphical analysis of potential investment scenarios.		No information available
Automated Report Scheduling Schedule regular, automated delivery of reports to stakeholders.		No information available
Export Formats Support for exporting reports/visualizations in PDF, Excel, PowerPoint, HTML, image formats.		No information available
Custom Template Builder Branding and customization options for client-ready reports.		No information available
Annotation Tools Mark up charts and reports with comments and visual cues.		No information available
Drill-down Capabilities Detailed exploration from high-level dashboards to granular data points.		No information available
Report Access Controls Permissions and restrictions for report viewers.		No information available
Real-time Visualization Updates Automatic refresh of visuals with underlying data changes.		No information available

Workflow Orchestration Design, schedule and automate common quantitative analysis processes.		No information available
Event-driven Triggers Ability to initiate tasks or rerun analyses based on market or data events.		No information available
Batch Processing Support for high-volume batch analysis jobs.		No information available
Version Control Integration Integration with source control systems for managing code and model versions.		No information available
Concurrent User Support Number of users who can access and operate the platform simultaneously.		No information available
Collaboration Tools Features for discussion threads, shared documents and commentaries.		No information available
Automated Notifications Alert users to workflow status, errors, or results.		No information available
Role-based Task Assignment Assign steps in analysis workflows to specific users or teams.		No information available
API-based Task Automation Automate analysis tasks via API calls.		No information available
Audit Logging Comprehensive tracking of workflow executions.		No information available

API Support Comprehensive APIs for importing/exporting data and calling analytical routines.		No information available
Database Connectivity Native connectors for common relational, time-series, and NoSQL databases.		No information available
Programming Language Support Integration with languages such as Python, R, MATLAB, C++, etc.		No information available
Plug-in/Extension Framework Support for 3rd-party and custom plug-ins to extend functionality.		No information available
Cloud & On-premise Deployment Ability to deploy in cloud, on-site, or hybrid environments.		No information available
Excel Integration Ability to read/write from Excel and embed live formula links.		No information available
Single Sign-On (SSO) Authentication integration with enterprise identity providers.		No information available
Mobile Access Mobile app or responsive web UI support.		No information available
Data Vendor Feeds Integration Direct links to Bloomberg, Refinitiv, FactSet, etc.		No information available
Custom API Endpoints User-defined endpoints for integration with internal systems.		No information available

Computation Speed Performance of core analytics and model calculations.		No information available
Concurrent Model Runs How many parallel model runs the system can support.		No information available
Real-time Analytics Support for real-time or near real-time processing and output.		No information available
Scalable Compute Architecture Ability to scale up/down resources as data/model size grows.		No information available
Distributed Computing Leverage distributed frameworks to accelerate analysis.		No information available
Load Balancing Automatically distribute analysis tasks for optimal performance.		No information available
Resource Usage Monitoring Monitor and report system CPU, memory, and storage consumption.		No information available
High-availability (HA) Support Built-in redundancy or failover to minimize downtime.		No information available
Job Queue Management Efficiently manage and prioritize multiple analysis jobs.		No information available
Latency Metrics Dashboard Visual and numeric display of computational response times.		No information available

Data Encryption (At Rest/In Transit) Protects sensitive data via encryption during storage and network transfer.		No information available
User Authentication & Authorization Granular user permissions, authentication options, and MFA support.		No information available
Audit Trails & Logging Comprehensive event and access logging for auditing and compliance.		No information available
Regulatory Compliance Modules Support for MiFID II, AIFMD, SEC, GDPR, and other regulations.		No information available
Data Retention Policy Tools Automate and implement policies for data archiving and removal.		No information available
Vulnerability Management Regular updates for system vulnerabilities and compliance.		No information available
Third-party Security Certifications SOC 2, ISO/IEC 27001, and other certifications.		No information available
Secure API Gateways Ensure API connections are secure and monitored.		No information available
User Activity Monitoring Real-time and historical monitoring of user activity for anomalies.		No information available
Incident Response Procedures Documented protocols and in-system playbooks for responding to breaches.		No information available

SAS Risk and Quantitative Analysis from SAS

Product analysis by function

Quantitative Analysis Tools for Investment Research & Analysis

Data Integration & Management (0 Yes /0 Known /10 Possible features)

Statistical & Quantitative Analysis (0 Yes /0 Known /10 Possible features)

Econometric Modeling (0 Yes /0 Known /10 Possible features)

Portfolio Construction & Optimization (0 Yes /0 Known /10 Possible features)

Risk Measurement & Management (0 Yes /0 Known /10 Possible features)

Performance Measurement & Attribution (0 Yes /0 Known /10 Possible features)

Visualization & Reporting (0 Yes /0 Known /10 Possible features)

Automation & Workflow (0 Yes /0 Known /10 Possible features)

Integration & Extensibility (0 Yes /0 Known /10 Possible features)

Speed, Scalability & Performance (0 Yes /0 Known /10 Possible features)

Security & Compliance (0 Yes /0 Known /10 Possible features)