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Study of uncertainty in the output of a mathematical model or system
Sensitivity analysis is the study of how the uncertainty in the output of a mathematical model or system (numerical or otherwise) can be divided and allocated
Sensitivity_analysis
Form of global sensitivity analysis
Variance-based sensitivity analysis (often referred to as the Sobol’ method or Sobol’ indices, after Ilya M. Sobol’) is a form of global sensitivity analysis. Working
Variance-based sensitivity analysis
Variance-based_sensitivity_analysis
Sensitivity analysis studies the relation between the uncertainty in a model-based the inference[clarification needed] and the uncertainties in the model
Applications of sensitivity analysis in epidemiology
Applications_of_sensitivity_analysis_in_epidemiology
Sensitivity analysis studies the relationship between the output of a model and its input variables or assumptions. Historically, the need for a role of
Applications of sensitivity analysis to environmental sciences
Applications_of_sensitivity_analysis_to_environmental_sciences
Whole-building energy simulation program
BACnet stack. There exist many software tools that can automate sensitivity analysis to various degrees. Here is a non-exhaustive list. Most of these
EnergyPlus
Book published in 2007
Global Sensitivity Analysis. The Primer by Andrea Saltelli and other practitioners is an introduction to sensitivity analysis of model output, a discipline
Global Sensitivity Analysis. The Primer
Global_Sensitivity_Analysis._The_Primer
Topics referred to by the same term
sensitively, sensitiveness, sensitivities, or sensitivity in Wiktionary, the free dictionary. Sensitivity may refer to: Sensitivity (physiology), the ability
Sensitivity
optiSLang is a software platform for CAE-based sensitivity analysis, multi-disciplinary optimization (MDO) and robustness evaluation. It was originally
OptiSLang
Statistical measure of a binary classification
In medicine and statistics, sensitivity and specificity mathematically describe the accuracy of a test that reports the presence or absence of a medical
Sensitivity_and_specificity
Process of understanding a complex topic or substance
in the data Scale analysis (statistics) – methods to analyse survey data by scoring responses on a numeric scale Sensitivity analysis – the study of how
Analysis
Algorithm that estimates unknowns from a series of measurements over time
inputs to the filter are incorrect. Thus, the sensitivity analysis describes the robustness (or sensitivity) of the estimator to misspecified statistical
Kalman_filter
Sensitivity analysis has important applications in model calibration. One application of sensitivity analysis addresses the question of "What's important
Applications of sensitivity analysis to model calibration
Applications_of_sensitivity_analysis_to_model_calibration
Type of sensitivity analysis
In statistics, robust Bayesian analysis, also called Bayesian sensitivity analysis, is a type of sensitivity analysis applied to the outcome from Bayesian
Robust_Bayesian_analysis
Russian mathematician (1926–2025)
astrophysics, and has contributed significantly to the field of sensitivity analysis. Ilya Meyerovich Sobol' was born on 15 August 1926, in Panevėžys
Ilya_M._Sobol'
Type of feedforward neural network
1961 Werbos, Paul (1982). "Applications of advances in nonlinear sensitivity analysis" (PDF). System modeling and optimization. Springer. pp. 762–770.
Multilayer_perceptron
Italian researcher (born 1953)
statistical and sociological tools. He has extended the theory of sensitivity analysis to sensitivity auditing, focusing on physical chemistry, environmental statistics
Andrea_Saltelli
Sensitivity analysis can be usefully applied to business problem, allowing the identification of those variables which may influence a business decision
Applications of sensitivity analysis to business
Applications_of_sensitivity_analysis_to_business
Methodology for assessing environmental impacts
another product which has lower availability of such data. Conducting sensitivity analysis in LCA is important to determine which parameters considerably impact
Life-cycle_assessment
used. For more on this topic, see statistical model validation. Sensitivity analysis. A procedure to study the behavior of a system or model when global
Data_analysis
A sensitivity analysis may reveal surprising insights in multi-criteria decision making (MCDM) studies aimed to select the best alternative among a number
Applications of sensitivity analysis to multi-criteria decision making
Applications_of_sensitivity_analysis_to_multi-criteria_decision_making
Branch of statistics
Marshall, Dominic C. (2016). "Sensitivity Analysis and Model Validation". In MIT Critical Data (ed.). Secondary Analysis of Electronic Health Records.
Causal_inference
sources of uncertainty in model input and design. A related field is sensitivity analysis. A calibrated parameter does not necessarily represent reality, as
Uncertainty_analysis
Fourier amplitude sensitivity testing (FAST) is a variance-based global sensitivity analysis method. The sensitivity value is defined based on conditional
Fourier amplitude sensitivity testing
Fourier_amplitude_sensitivity_testing
Analysis in applied statistics
In applied statistics, the Morris method for global sensitivity analysis is a so-called one-factor-at-a-time method, meaning that in each run only one
Morris_method
Sensitivity auditing is an extension of sensitivity analysis for use in policy-relevant modelling studies. Its use is recommended - i.a. in the European
Sensitivity_auditing
Mathematical analysis technique
Another motivation for this form of sensitivity analysis occurs after the experiment was conducted, and the data analysis shows a bias in the estimate of
Experimental uncertainty analysis
Experimental_uncertainty_analysis
for evolutionary computation that provides support for sensitivity analysis. Sensitivity analysis in this context studies how an MOEA's parameters impact
MOEA_Framework
Systematic approach to estimating the strengths and weaknesses of alternatives
consideration. Perform sensitivity analysis. Adopt the recommended course of action. In United States regulatory policy, cost–benefit analysis is governed by
Cost–benefit_analysis
Source of statistical bias
regression analysis and spatial trend, then focused on the topic of MAUP in the context of spatial epidemiology. A method of MAUP sensitivity analysis is presented
Modifiable_areal_unit_problem
Screening method
effects (EE) method is one of the most used screening methods in sensitivity analysis. EE is applied to identify non-influential inputs for a computationally
Elementary_effects_method
Computer optimization software
probabilistic algorithms for uncertainty, reliability, robustness, sensitivity analysis, data-mining and meta-modeling. OptiY is an multidisciplinary design
OptiY
Method of analyzing the economic performance of an industrial process
coherent form, using visualization tools such as tornado diagrams and sensitivity analysis graphs. At present, TEA is most commonly used to analyze technologies
Techno-economic_assessment
Personality trait of highly sensitive persons
Sensory processing sensitivity (SPS) is a temperamental or personality trait involving "an increased sensitivity of the central nervous system and a deeper
Sensory processing sensitivity
Sensory_processing_sensitivity
Analysis of variation in mechanical parts and assemblies
performs the variation sensitivity analysis, there is no output available to drive secondary programs such as stress analysis. In the other, the variations
Tolerance_analysis
Parameter of a prior distribution in Bayesian statistics
hyperparameter, particularly in the method of conjugate priors, or for sensitivity analysis. When using a conjugate prior, the posterior distribution will be
Hyperparameter (Bayesian statistics)
Hyperparameter_(Bayesian_statistics)
Scott, E.M.: Sensitivity Analysis. John Wiley & Sons Chichester, New York 2000 Oakley J.E., O´Hagan A.: Probabilistic Sensitivity Analysis of Computer
Kimeme
Type of bar chart
[citation needed] Tornado diagrams are useful for deterministic sensitivity analysis – comparing the relative importance of variables. For each variable/uncertainty
Tornado_diagram
Mathematical model of biochemical pathways
mass-action networks. In more recent years the field has also developed a sensitivity analysis which is similar if not identical to MCA and BST. A control coefficient
Metabolic_control_analysis
Simulation and risk assessment software
The Eikos Sensitivity Analysis toolbox supports state of the art sensitivity analysis methods (local as well as global). Sensitivity analysis (SA) is used
Ecolego
Relative efficiency of detecting a signal as a function of its frequency or wavelength
Spectral sensitivity is the relative efficiency of detection, of light or other signal, as a function of the frequency or wavelength of the signal. In
Spectral_sensitivity
Type of software that helps make decisions
features and tools; common examples include: Pairwise comparison Sensitivity analysis Group evaluation (teamwork) Web-based implementation DM software
Decision-making_software
Accounting and business support structure
1980s to the early 2000s, the scope shifted to risk, scenario, and sensitivity analysis; utilizing business intelligence and financial modeling software
FP&A
Approach to optimizing robustness to failure
robustness to failure under severe uncertainty, in particular applying sensitivity analysis of the stability radius type to perturbations in the value of a given
Info-gap_decision_theory
Software company in Canada
reservoir engineering tool that conducts automated history matching, sensitivity analysis and optimization of reservoir models. In addition, CMG has developed
Computer_Modelling_Group
Diagnostic plot of binary classifier ability
Zhang, Jun; Mueller, Shane T. (2005). "A note on ROC analysis and non-parametric estimate of sensitivity". Psychometrika. 70: 203–212. CiteSeerX 10.1.1.162
Receiver operating characteristic
Receiver_operating_characteristic
Determining what or where each pointer points to in program code
context-sensitive, flow-insensitive analysis are: Call-site sensitivity Object sensitivity Type sensitivity In call-site sensitivity, the points-to set of each
Pointer_analysis
Disorder of decreased tolerance to specific sounds
Misophonia (or selective sound sensitivity syndrome) is a disorder of decreased tolerance to specific sounds or their associated stimuli, or cues. These
Misophonia
System of engineered hydrologic and hydraulic components providing water
and benefits resulting in a set of solutions that can be used for sensitivity analysis and tested in different scenarios. But there is no single optimal
Water_supply_network
Longest recorded life span
around 104 years. In 2017, the United Nations conducted a Bayesian sensitivity analysis of global population burden based on life expectancy projection at
Maximum_life_span
Process to evaluate alternative hypotheses
the ACH analysis itself must not overrule analysts' own judgments. Sensitivity – The analyst tests the conclusions using sensitivity analysis, which weighs
Analysis of competing hypotheses
Analysis_of_competing_hypotheses
Application of economics in a business
adverse outcomes of the firm. This step includes a sensitivity analysis of the solution. A sensitivity analysis of the selected solution details how the output
Managerial_economics
Concept in mathematics
which is proved. This means it is possible to efficiently do a sensitivity analysis on λi as a function of changes in the entries of the matrices. (Recall
Eigenvalue_perturbation
Method of designing experiments
(2015). "What do we mean by sensitivity analysis? The need for comprehensive characterization of "global" sensitivity in Earth and Environmental systems
One-factor-at-a-time_method
Engineering model
such as design optimization, design space exploration, sensitivity analysis and "what-if" analysis become impossible since they require thousands or even
Surrogate_model
Quantity in a statistical analysis
have to be taken into account. An alternative estimator used in a sensitivity analysis might assume that people, who were not followed for their vital status
Estimand
Medical intervention
Sensitivity training is a form of training with the goal of making people more aware of their own goals as well as their prejudices, and more sensitive
Sensitivity_training
Measures the relative position of nations' and regions' peacefulness
Global Peace Index 2026 itself did not mention if uncertainty analysis and sensitivity analysis have been performed as advised by OECD Handbook on Constructing
Global_Peace_Index
Statistical method that summarizes and/or integrates data from multiple sources
AWS, Scholten RJPM, Bossuyt PMM, Zwinderman AH (2005). Bivariate analysis of sensitivity and specificity produces informative summary measures in diagnostic
Meta-analysis
Futures studies / Futures techniques method
integrating scenario planning techniques with contingency analysis and sensitivity analysis. Scenario analysis is a process of analyzing future events by considering
Scenario_planning
Indian external intelligence agency
The Research & Analysis Wing (R&AW) is the foreign intelligence agency of the Government of India. It is responsible for the collection, processing and
Research_&_Analysis_Wing
Econometric technique
In econometrics, extreme bounds analysis is a type of sensitivity analysis which attempts to determine the most extreme possible estimates for a fixed
Extreme_bounds_analysis
American economist (1932–2022)
Future of Africa was named in his honor in 2009. Weapon System Cost Sensitivity Analysis as an Aid in Determining Economic Resource Impact (RAND Corporation
Frederick_S._Pardee
Chemical process simulation software
Manager, Reactions Manager and Compound Creator; Process Analysis and Optimization: Sensitivity Analysis Utility, Multivariate Optimizer with bound constraints;
DWSIM
Mathematical method of risk analysis
PBA is also closely related to robust Bayes analysis, which is sometimes called Bayesian sensitivity analysis. PBA is an alternative to second-order Monte
Probability_bounds_analysis
Claimed sensitivity to electromagnetic fields
Electromagnetic hypersensitivity (EHS) is a claimed sensitivity to electromagnetic fields, to which adverse symptoms are attributed. EHS has no scientific
Electromagnetic hypersensitivity
Electromagnetic_hypersensitivity
Probabilistic problem-solving algorithm
Carlo methods are widely used in engineering for sensitivity analysis and quantitative probabilistic analysis in process design. The need arises from the interactive
Monte_Carlo_method
Topics referred to by the same term
"What If", by Simple Plan from Simple Plan, 2008 What-if analysis, or sensitivity analysis, the study of how model output varies with changes in input
What_If
Academic journal
automatic differentiation, approximations and error analysis, parametric programming, sensitivity analysis, and management science. Computational Optimization
Computational Optimization and Applications
Computational_Optimization_and_Applications
Global electromagnetic resonances, generated and excited by lightning discharges
"Climate sensitivity: Analysis of feedback mechanisms". In Hansen, J. E.; Takahashi, T. (eds.). Climate Processes and Climate Sensitivity. AGU Geophysical
Schumann_resonances
Topics referred to by the same term
similar social systems Fourier amplitude sensitivity testing, a variance-based global sensitivity analysis method FAST Multimedia AG, former company
Fast
Statistical term, a compound measure in statistics
Step 4: Multivariate analysis Step 5: Normalisation Step 6: Weighting Step 7: Aggregating indicators Step 8: Sensitivity analysis Step 9: Link to other
Index_(statistics)
Theory and practice of a type of psychological analysis
Transactional analysis is a psychoanalytic theory and method of therapy wherein social interactions (or "transactions") are analyzed to determine the ego
Transactional_analysis
Type of artificial neural network
1961 Werbos, Paul (1982). "Applications of advances in nonlinear sensitivity analysis" (PDF). System modeling and optimization. Springer. pp. 762–770.
Feedforward_neural_network
Concept in climate science
Climate sensitivity is a key measure in climate science and describes how much Earth's surface will warm in response to a doubling of the atmospheric
Climate_sensitivity
Technique used in the field of human reliability assessment (HRA)
error may influence the likelihood of others. Sensitivity Analysis: THERP allows for sensitivity analysis, which involves assessing the impact of variations
Technique for human error-rate prediction
Technique_for_human_error-rate_prediction
Finite element analysis software
coupled with Heat transfer 187 - Dynamic Design Analysis Method 200 - Design Optimization and Sensitivity analysis 400 - Non-Linear Static and Dynamic (implicit)
Nastran
point to the same location. Alias analysis techniques are usually classified by flow-sensitivity and context-sensitivity. They may determine may-alias or
Alias_analysis
Autonomous region of Papua New Guinea
ISBN 978-3-030-74925-5. Makowski, David (2013-09-13). "Uncertainty and sensitivity analysis in quantitative pest risk assessments; practical rules for risk assessors"
Autonomous Region of Bougainville
Autonomous_Region_of_Bougainville
American statistician
inference in observational studies, including sensitivity analysis, optimal matching, design sensitivity, evidence factors, quasi-experimental devices
Paul_R._Rosenbaum
Method of data analysis
Principal component analysis (PCA) is a linear dimensionality reduction technique with applications in exploratory data analysis, visualization and data
Principal_component_analysis
Decision support tool
Kamiński, B.; Jakubczyk, M.; Szufel, P. (2017). "A framework for sensitivity analysis of decision trees". Central European Journal of Operations Research
Decision_tree
Ratio to describe data-center efficiency
supply network and calculating the accurate IT load. According to the sensitivity analysis by Brady et al., "Total energy consumption is equal to the total
Power_usage_effectiveness
Testing how computer systems behave under unusual stresses
higher fault coverage in less simulation time. Sensitivity analysis: In this method, sensitivity analysis has been used to identify the most important signals
Fault_injection
Financial loss due to interest rate changes
market. The sensitivity depends on two things, the bond's time to maturity, and the coupon rate of the bond. Interest rate risk analysis is almost always
Interest_rate_risk
Knowledge, awareness, and acceptance of other cultures
Cultural sensitivity, also referred to as cross-cultural sensitivity or cultural awareness, is the knowledge and awareness of other cultures and others'
Cultural_sensitivity
and global comprehensive analysis of impacts. Furthermore, sensitivity analysis allows critical assumptions in CBA analysis to be changed. This can identify
Economic analysis of climate change
Economic_analysis_of_climate_change
Modeling financial systems
(parametric- and / or historical, CVaR, EVT), stress testing, "sensitivities" analysis (Greeks, duration, convexity, DV01, KRD, CS01, JTD) Corporate finance
Financial_modeling
Multidisciplinary design optimization (MDO) platform
2023-08-25. DEVELOP3D (2021-03-11). "ModeFrontier Spring release updates sensitivity analysis". DEVELOP3D. Retrieved 2023-08-25.{{cite web}}: CS1 maint: numeric
ModeFRONTIER
Optimization algorithm for artificial neural networks
ISBN 978-0-89871-776-1. Werbos, Paul (1982). "Applications of advances in nonlinear sensitivity analysis" (PDF). System modeling and optimization. Springer. pp. 762–770.
Backpropagation
Ecological measurement of extinction risk
foxes released and transported each year. PVAs in combination with sensitivity analysis can also be used to identify which vital rates has the relative greatest
Population_viability_analysis
Geographical problem of calculating properties near edges of areas
conduct the measurement and analysis of the spatial process in such differentiated boundaries. Such a sensitivity analysis allows the evaluation of the
Boundary problem (spatial analysis)
Boundary_problem_(spatial_analysis)
Degree to which an explosive can be set off by impact, heat, or friction
instrument type, go/not go criteria, and the statistical analysis of results. Sensitivity, stability and brisance are three of the most significant properties
Sensitivity_(explosives)
Fear of anxious behaviors or feelings
Anxiety sensitivity (AS) refers to the fear of behaviors or sensations associated with the experience of anxiety, and a misinterpretation of such sensations
Anxiety_sensitivity
Use of GPS signals to correct an inertial navigation system
GPS/INS has been compared in various sources, including a detailed sensitivity analysis. The EKF uses an analytical linearization approach using Jacobian
GPS/INS
Ability to perceive and process information about one's surroundings
Environmental sensitivity describes the ability of an individual to perceive and process information about their environment. It is a basic trait found
Environmental_sensitivity
Process of mathematical modelling, performed on a computer
perform a sensitivity analysis to ensure that the accuracy of the results is properly understood. For example, the probabilistic risk analysis of factors
Computer_simulation
Marketing concept
"cheap" customers with low total revenue value implementation of sensitivity analysis in order to determinate getting impact by spending extra money on
Customer_lifetime_value
impact probability Navigation in outer space Space debris tracking Sensitivity analysis in aerospace engineering of the buckling load of the frontskirt of
Applications of p-boxes and probability bounds analysis
Applications_of_p-boxes_and_probability_bounds_analysis
Medical intervention
the UK. Multiple studies have performed sensitivity and specificity analyses on Pap smears. Sensitivity analysis captures the ability of Pap smears to correctly
Pap_test
Measure of lifetime average net present cost of electricity generation
detailed justification provided for input values and the results of sensitivity analysis against the selection of input values. For any given electricity
Levelized_cost_of_electricity
SENSITIVITY ANALYSIS
SENSITIVITY ANALYSIS
Girl/Female
Tamil
Sameksha | ஸமேகà¯à®·à®¾
Analysis
Sameksha | ஸமேகà¯à®·à®¾
Boy/Male
Arabic, Australian, Japanese, Muslim
Sensibility; Respect; Balanced; Modesty; Wise Man
Girl/Female
Indian
Analysis
Girl/Female
Tamil
Samiksha | ஸமீகà¯à®·à®¾
Analysis
Samiksha | ஸமீகà¯à®·à®¾
Girl/Female
Tamil
Sameeksha | ஸமீகà¯à®·à®¾Â
Analysis
Sameeksha | ஸமீகà¯à®·à®¾Â
Girl/Female
Hindu
Analysis
Girl/Female
Arabic, Australian, Muslim
Sensibility; Respect
Girl/Female
Arabic, Muslim
Sensibility; Respect
Girl/Female
Hindu
Analysis
Girl/Female
Muslim
Analysis
Girl/Female
Hindu
Analysis
Girl/Female
African, Arabic, Australian, Muslim, Swahili
Purity; Clarity; Sensitivity; The Hill in Mecca
Girl/Female
Hindu
Close inspection, A review, Analysis
Girl/Female
Indian, Telugu
Review; Analysis
Girl/Female
Tamil
Sumiksha | ஸà¯à®®à¯€à®•à¯à®·à®¾Â
Close inspection, A review, Analysis
SENSITIVITY ANALYSIS
SENSITIVITY ANALYSIS
Boy/Male
Hindu
(Son of Madri and Pandu, known for patience)
Girl/Female
Hindu
Lady, Nobel, Women, Self respected
Boy/Male
Tamil
Shvetambar | à®·à¯à®µà¯‡à®¤à®¾à®®à¯à®ªà®°
Lord Shiva
Girl/Female
Muslim
Pure as water, Pearl
Boy/Male
Arabic, Hindu, Indian
King
Boy/Male
Hindu, Indian, Telugu, Traditional
Elephant-faced Lord; Lord Ganesh
Girl/Female
Hindu
Longing for glory, A wave, A wave
Boy/Male
Arabic, Gujarati, Hindu, Indian, Kannada, Malayalam, Marathi, Muslim, Punjabi, Rajasthani, Sikh, Tamil, Telugu, Traditional
Ocean; Guide; Sea Shore; River Bank
Girl/Female
Hindu, Indian, Sikh
Priceless Wealth
Girl/Female
Muslim
Wise, Sensible, Intelligent woman
SENSITIVITY ANALYSIS
SENSITIVITY ANALYSIS
SENSITIVITY ANALYSIS
SENSITIVITY ANALYSIS
SENSITIVITY ANALYSIS
pl.
of Sensibility
a.
Having sense or sensibility; sensitive.
a.
Without sensibility; unfeeling; obdurate.
a.
Deficient in sensibility or feeling; hard-hearted.
a.
Sensibility; feeling; tender susceptibility.
a.
Fig.: Having deep sensibility.
a.
Wanting sensibility; destitute of sense; stupid; foolish.
n.
The quality or state of being sensible, or capable of sensation; capacity to feel or perceive.
n.
Acuteness of perception; keen sensibility.
n.
Sensation; sensibility.
n.
That quality of an instrument which makes it indicate very slight changes of condition; delicacy; as, the sensibility of a balance, or of a thermometer.
v. t.
To diminish the sensibility of; to debilitate.
a.
Destitute of feeling; void of sensibility; insensible; insensate.
a.
Expressive of great sensibility; attended by, or evincing, sensibility; as, he made a feeling representation of his wrongs.
n.
The quality or state of being sensitive; -- used chiefly in science and the arts; as, the sensitivity of iodized silver.
n.
Experience of sensation; actual feeling.
n.
Sensibility; feeling; -- opposed to apathy.
n.
The capacity of emotion or feeling, as distinguished from the intellect and the will; peculiar susceptibility of impression, pleasurable or painful; delicacy of feeling; quick emotion or sympathy; as, sensibility to pleasure or pain; sensibility to shame or praise; exquisite sensibility; -- often used in the plural.
n.
Absence of sensibility to pain.
n.
That which has sensibility; a sensitive being.