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Quality assurance testing to determine the robustness of software
Robustness testing is any quality assurance methodology focused on testing the robustness of software. Robustness testing has also been used to describe
Robustness_testing
Ability of a computer system to cope with errors during execution
robustness since this type of testing involves invalid or unexpected inputs. Alternatively, deliberate fault injection can be used to test robustness
Robustness_(computer_science)
Ability of a system to resist change without adapting its initial stable configuration
can be used to test robustness. Various commercial products perform robustness testing of software analysis. In economics, robustness is the ability of
Robustness
Checking software against expectations
Software testing is the act of checking whether software meets its intended objectives and satisfies expectations. Software testing can provide objective
Software_testing
Hong Kong academic, professor and researcher
researcher in program testing and debugging. He ranks internationally as the second most prolific author on metamorphic testing. According to Bruel et
T._H._Tse
Testing how computer systems behave under unusual stresses
stress testing and is widely considered to be an important part of developing robust software. Robustness testing (also known as syntax testing, fuzzing
Fault_injection
Default path without errors or exceptions
S2CID 18184659. Cohen, Julie; Plakosh, Dan; Keeler, Kristi (2005). Robustness Testing of Software-Intensive Systems: Explanation and Guide (Technical report)
Happy_path
Measures the relative position of nations' and regions' peacefulness
is no universally accepted robustness threshold beyond which an index can be considered reliable, lower levels of robustness signal that a composite is
Global_Peace_Index
Type of statistics
this is a minority usage. Plain 'robustness' to mean 'distributional robustness' is common. When considering how robust an estimator is to the presence
Robust_statistics
of individual tests, including conformance, stress, robustness, and negative testing. The tests detect and diagnose implementation errors in private
InterWorking_Labs
Technique for detecting leaks
Smoke testing refers to various classes of tests of systems, usually intended to determine whether they are ready for more robust testing. The expression
Smoke_testing_(mechanical)
Software testing activity
Stress testing is a software testing activity that determines the robustness of software by testing beyond the limits of normal operation. Stress testing is
Stress_testing_(software)
Experiment methodology
A/B testing (also known as bucket testing, split-run testing or split testing) is a user-experience research method. A/B tests consist of a randomized
A/B_testing
Statistical test of equal group variances
definition based on the median is recommended as the choice that provides good robustness against many types of non-normal data while retaining good statistical
Levene's_test
its participation in protocol implementation security testing, which they called robustness testing, using the PROTOS mini-simulation method. The PROTOS
Oulu University Secure Programming Group
Oulu_University_Secure_Programming_Group
Form of surveillance using a body-worn electronic device
immersion and environmental robustness testing Electromagnetic compatibility testing The standard also includes optional test methods for detecting metallic
Electronic_tagging
Method used in finance to determine the optimal parameters for a trading strategy
and to determine the robustness of the strategy. Walk Forward Analysis was presented by Robert E. Pardo in his book "Design, Testing and Optimization of
Walk_forward_optimization
Electrical test
Smoke testing refers to various classes of tests of systems, usually intended to determine whether they are ready for more robust testing. The expression
Smoke_testing_(electrical)
Statistical test for equality of variances
definition based on the median is recommended as the choice that provides good robustness against many types of non-normal data while retaining good statistical
Brown–Forsythe_test
Statistical hypothesis test
Clifford (1992). "A More Realistic Look at the Robustness and Type II Error Properties of the t Test to Departures From Population Normality". Psychological
Student's_t-test
Security bug in OpenSSL
which could have prevented Heartbleed is a test suite thoroughly performing robustness testing, i.e. testing that invalid inputs cause failures rather
Heartbleed
Statistical hypothesis test
hypothesis is true. Test statistics that follow a χ2 distribution occur when the observations are independent. There are also χ2 tests for testing the null hypothesis
Chi-squared_test
Method of statistical inference
testing as a cookbook process. Hypothesis testing is also taught at the postgraduate level. Statisticians learn how to create good statistical test procedures
Statistical_hypothesis_test
Method of software testing
the creation of valuable tests (such as dividing each expression by zero). Mutation testing is a form of white-box testing. Its purpose is to help the
Mutation_testing
Testing the stability of something by finding its breaking point
Stress testing is a software testing activity that determines the robustness of software by testing beyond the limits of normal operation. Stress testing is
Stress_testing_(computing)
Reference to a source
Zhou, Zhi Quan; Tse, T.H.; Witheridge, Matt (2021). "Metamorphic robustness testing: Exposing hidden defects in citation statistics and journal impact
Citation
Swiss watchmaker founded by Hans Wilsdorf
on the winding crowns. In 1953, Tudor launched a campaign based on robustness tests of the Oyster Prince and its endurance in difficult conditions. The
Tudor_Watches
Specialized form of regression analysis, in statistics
and is robust to outliers in the response. However, this method was also found to be inefficient. MM-estimation attempts to retain the robustness and resistance
Robust_regression
Standardized English language test
Retrieved on 2014-10-01. EF moves into testing with exam. The PIE news. Retrieved on 2014-09-25. Upstart English-Testing Services Take Aim at Longtime Market
EF_Standard_English_Test
Anti-doping agency for the sport of athletics
and urine testing of athletes. Athletes in the Registered Testing Pool (RTP) must meet whereabouts requirements to facilitate random testing. Athletes
Athletics_Integrity_Unit
Statistical test of whether two populations have equal means
Reference: Welch_test". "MKinfer: Inferential Statistics". Comprehensive R Archive Network (CRAN). Retrieved 2025-07-02. "nptest: Nonparametric Testing". Comprehensive
Welch's_t-test
Hardness scale
robustness, resolution and small area of indentation. Legacy Rockwell hardness testers operation steps: Load an initial force: Rockwell hardness test
Rockwell_hardness_test
Software development methodology
Publishing. ISBN 978-1-78728-661-0. Gallaba, Keheliya (2019). "Improving the Robustness and Efficiency of Continuous Integration and Deployment". 2019 IEEE International
CI/CD
Use of animals in experiments
Animal testing, also known as animal experimentation, animal research, and in vivo testing, is the use of non-human animals, as model organisms, in experiments
Animal_testing
Statistical indicators of the deviation of a sample
used as estimators of a scale parameter, and have the advantages of both robustness and superior efficiency on contaminated data, at the cost of inferior
Robust_measures_of_scale
Class of tests going beyond standard operation conditions
Stress testing is a form of deliberately intense or thorough testing, used to determine the stability of a given system, critical infrastructure or entity
Stress_testing
Mathematical optimization theory
Robust optimization is a field of mathematical optimization theory that deals with optimization problems in which a certain measure of robustness is sought
Robust_optimization
general application of the test method (usually just called "testing" or sometimes "developer testing"). Installation testing evaluates whether a software
Software_testing_tactics
Fossilised remains of sea urchins
isolated spines. Later echinoids had more robust tests and fossilised well, usually with the spines detached from the test. Fossils of echinoids are common in
Fossil_echinoids
Process of distinguishing gold from base metals, with a figurative meaning
represents any definitive test for attributes, such as gauging a person's character or evaluating a product's performance. Testing for gold with acid capitalizes
Acid_test
Statistical test
statistical hypothesis testing for further discussion of this issue. Location tests are the most familiar Z-tests. Another class of Z-tests arises in maximum
Z-test
Mexican social assistance program
samples as a form of robustness testing. This framing turns attention away from attrition bias, instead highlighting the dual-sample testing as a strength of
Oportunidades
2007 book by John V. C. Nye
acknowledges this measure's limitations and subjects his thesis to extensive robustness testing. The book engages with the broader scholarly debate over trade restrictiveness
War, Wine, and Taxes: The Political Economy of Anglo-French Trade, 1689–1900
War,_Wine,_and_Taxes:_The_Political_Economy_of_Anglo-French_Trade,_1689–1900
Class of statistical tests
hypothesis testing, data are tested against the null hypothesis that it is normally distributed. In Bayesian statistics, one does not "test normality"
Normality_test
Statistical methods for comparing samples
testing A/B testing Pearson's chi-squared test (2×2 tables) McNemar's test Location test Confidence interval for Youden's J statistic Hypothesis Test:
Two-proportion_Z-test
Statistical measure to determine how suited data is for factor analysis
The Kaiser–Meyer–Olkin (KMO) test is a statistical measure to determine how suited data is for factor analysis. The test measures sampling adequacy for
Kaiser–Meyer–Olkin_test
End-to-end testing framework
for modern web testing. Since its inception, it has been actively maintained and has seen rapid growth and adoption in the web testing community. The
Playwright_(software)
Statistical test comparing two probability distributions
test is less powerful for testing normality than the Shapiro–Wilk test or Anderson–Darling test. However, these other tests have their own disadvantages
Kolmogorov–Smirnov_test
Event that is both extremely large in effect and of unique origins
power law data and then test for outliers relative to an exponential tail. There are many test statistics and techniques for testing for outliers in an exponential
Dragon_king_theory
Technical analysis of a biological specimen
substance by test type. Urine analysis is primarily used because of its low cost. Urine drug testing is one of the most common testing methods used.
Drug_test
functional test requirements including a variety of product validation requirements, product robustness testing (HALT), electrical stress testing, and accelerated
NIU College of Engineering and Engineering Technology
NIU_College_of_Engineering_and_Engineering_Technology
Test of normality in frequentist statistics
Shapiro–Wilk test is a test of normality. It was published in 1965 by Samuel Sanford Shapiro and Martin Wilk. The Shapiro–Wilk test tests the null hypothesis
Shapiro–Wilk_test
Statistical test used to test homoscedasticity
Bartlett's test may simply be testing for non-normality. Levene's test and the Brown–Forsythe test are alternatives to the Bartlett test that are less
Bartlett's_test
establishment of Robust Details Limited Government Circular announcing changes to Building Regulations "Sound Insulation testing and the 'robust details' alternative"
Robust_Details_Limited
Testing performance under a given workload
In software quality assurance, performance testing is in general a testing practice performed to determine how a system performs in terms of responsiveness
Software_performance_testing
Marine gas turbine alternator
and testing began in August of that same year. The initial purpose of the program was to complete proof of concept, and initial functional testing of the
Rolls-Royce_MT30
Statistical test that compares goodness of fit
likelihood-ratio test, also known as Wilks test, is the oldest of the three classical approaches to hypothesis testing, together with the Lagrange multiplier test and
Likelihood-ratio_test
Non-parametric method for testing whether samples originate from the same distribution
Wallis), or one-way ANOVA on ranks is a non-parametric statistical test for testing whether samples originate from the same distribution. It is used for
Kruskal–Wallis_test
Statistical hypothesis test
The Wilcoxon signed-rank test is a non-parametric rank test for statistical hypothesis testing used either to test the location of a population based
Wilcoxon_signed-rank_test
Legal principle that one is presumed innocent until proven guilty
during a 1791 trial at the Old Bailey. Garrow insisted that accusers be robustly tested in court. An objective observer in the position of the juror must reasonably
Presumption_of_innocence
Statistical test used on paired nominal data
exact test is an exact alternative to McNemar's test. The Stuart–Maxwell test is different generalization of the McNemar test, used for testing marginal
McNemar's_test
Statistical hypothesis test
within each other. Multiple-comparison testing is conducted using needed data in already completed F-test, if the F-test leads to rejection of the null hypothesis
F-test
Statistical method for fitting a line
computation, analytical estimates of confidence intervals, robustness to outliers, testable assumptions regarding residuals and ... limited a priori information
Theil–Sen_estimator
Test used in statistics
F-test is known to be extremely sensitive to non-normality, so Levene's test, Bartlett's test, or the Brown–Forsythe test are better tests for testing the
F-test of equality of variances
F-test_of_equality_of_variances
Collection of statistical models
hypothesis testing, the partitioning of sums of squares, experimental techniques and the additive model. Laplace was performing hypothesis testing in the
Analysis_of_variance
Fallacy in statistical hypothesis testing
the results. Robustness. By examining how conclusions vary across a range of analytical scenarios, researchers can assess the robustness of their findings
Forking_paths_problem
Aircraft without any human pilot on board
engineering and fault tolerance techniques. Individual reliability covers robustness of flight controllers, to ensure safety without excessive redundancy to
Unmanned_aerial_vehicle
Exact statistical hypothesis test
observed data. Permutation tests are, therefore, a form of resampling. Permutation tests can be understood as surrogate data testing where the surrogate data
Permutation_test
Nonparametric test of the null hypothesis
assumed to be constant. Robustness As it compares the sums of ranks, the Mann–Whitney U test is less likely than the t-test to spuriously indicate significance
Mann–Whitney_U_test
Theory and technique of psychological measurement
measurement, and fairness in testing. The book also establishes standards related to testing operations—including test design and development, scores
Psychometrics
Unit testing framework
other testing frameworks within the xUnit family. The software aims to facilitate reliable, automated unit-testing, thereby improving robustness and quality
FUnit
Robustness validation is a skills strategy with which the Robustness of a product to the loading conditions of a real application is proven and targeted
Robustness_validation
U.S.-based health and wellness retailer
ultimately came to an agreement and retailers are now accomplishing more robust testing of supplements to ensure accurate labeling. In October 2015, the Attorney
GNC_(company)
Statistical test
multiplier test and the likelihood-ratio test, the Wald test is one of three classical approaches to hypothesis testing. An advantage of the Wald test over
Wald_test
Vehicle emission standards
have different appropriate test requirements. Steady-state testing is used for diesel engines only, while transient testing applies to both diesel and
European_emission_standards
Healthcare referral to non-clinical services
volunteer groups. A 2016 review in The BMJ concluded that further, more robust testing was needed to determine how effective it was, noting that evidence in
Social_prescribing
Standard for e-learning
the same learner within the same learning management system. A more robust test suite helps ensure good interoperability. 3rd Edition (October 2005)
Sharable Content Object Reference Model
Sharable_Content_Object_Reference_Model
Software framework to automate unit & integration testing of C/C++
in each of the standards for functional software testing, robustness testing and structural testing (code coverage) to the capabilities of Cantata are
Cantata++
Severe test for safety and performance of hardware
test whether the computer hangs or crashes. CPU stress testing is also referred to as torture testing. Software that is suitable for torture testing should
Hardware_stress_test
Statistical property
doi:10.2307/1913471. ISSN 0012-9682. Ginker, T.; Lieberman, O. (2017). "Robustness of binary choice models to conditional heteroscedasticity". Economics
Homoscedasticity and heteroscedasticity
Homoscedasticity_and_heteroscedasticity
Exploring the Limits of Two Opposing Paradigms (open access, 5th edition), Robustness Tests for Quantitative Research (with Thomas Plümper), and Handbook of Sustainable
Eric_Neumayer
Test involving a specimen's destruction
testing is a type of software testing which attempts to cause a piece of software to fail in an uncontrolled manner, in order to test its robustness and
Destructive_testing
Type of sensitivity analysis
Bayesian optimal decisions. Robust Bayesian analysis, also called Bayesian sensitivity analysis, investigates the robustness of answers from a Bayesian
Robust_Bayesian_analysis
Transport system in Cádiz, Spain
commercial service, scheduled for 26 October 2022, the blank tests were carried out, the robustness tests and, finally, the business simulations. Finally, on 21
Cádiz_Bay_tram-train
Test proposed by Stephen Goldfeld and Richard Quandt
modification of the Goldfeld–Quandt test using a variation of the Ramsey RESET test in order to provide some measure of robustness. Herbert Glejser, in his 1969
Goldfeld–Quandt_test
Automated software testing technique
programming and software development, fuzzing or fuzz testing is an automated software testing technique that involves providing invalid, unexpected,
Fuzzing
Single measure of some attribute of a sample
sufficiency, unbiasedness, minimum mean square error, low variance, robustness, and computational convenience. Information of a statistic on model parameters
Statistic
Psychological test
2405460121. PMID 39471222. Strachan, James W. A.; et al. (2024-05-20). "Testing theory of mind in large language models and humans". Nature Human Behaviour
Sally–Anne_test
Statistical interpretation with many tests
multiplicity or multiple testing problem occurs when many statistical tests are performed on the same dataset. Each test has its own chance of a Type
Multiple_comparisons_problem
Test used in the analysis of stratified or matched categorical data
P. (September 1979). "Testing hypotheses in case-control studies-equivalence of Mantel–Haenszel statistics and logit score tests". Biometrics. 35 (3):
Cochran–Mantel–Haenszel statistics
Cochran–Mantel–Haenszel_statistics
PMC 3900058. PMID 23894860. Warner, Pamela (1 October 2013). "Testing association with Fisher's Exact test". Journal of Family Planning and Reproductive Health
List_of_statistical_tests
from zero. Mei, Gang; Tipper, John C.; Xu, Nengxiong (2014), "Numerical robustness in geometric computation: an expository summary", Applied Mathematics
Robust_geometric_computation
Concept in inferential statistics
In statistical hypothesis testing, a result has statistical significance when a result at least as extreme would be very infrequent if the null hypothesis
Statistical_significance
Battery of tests used by police officers
"The Robustness of the Horizontal Gaze Nystagmus Test". Archived 2016-10-18 at the Wayback Machine. September 2007. See also Frye standard for test results
Field_sobriety_testing
Pickup truck
awarded 4 stars from Euro NCAP under the 2010/2011 standard crash testing procedure. Testing showed varying degrees of safety for occupants depending on the
Volkswagen_Amarok
Contested extinct genus of hominins
to be synonymous with Australopithecus. They are also referred to as the robust australopithecines. They lived between approximately 2.9 and at least 1
Paranthropus
Type of psychology test
Hamilton, Jayne (2016-12-01). "The Development and Testing of a New Version of the Cognitive Reflection Test Applying Item Response Theory (IRT)". Journal
Cognitive_reflection_test
Statistical test
as proved by Breusch and Pagan in their 1979 paper. A variant of this test, robust in the case of a non-Gaussian error term, was proposed by Roger Koenker
Breusch–Pagan_test
Statistical analysis where the sample size is not fixed in advance
In statistics, sequential analysis or sequential hypothesis testing is statistical analysis where the sample size is not fixed in advance. Instead data
Sequential_analysis
Statistical test
testing randomness at each distinct lag, it tests the "overall" randomness based on a number of lags, and is therefore a portmanteau test. This test is
Ljung–Box_test
ROBUSTNESS TESTING
ROBUSTNESS TESTING
ROBUSTNESS TESTING
ROBUSTNESS TESTING
Biblical
the end; a pause
Biblical
the governor's whelp
Male
Russian
(Мефодий) Russian form of Latin Methodius, MEFODIY means "method."
Girl/Female
Hindu, Indian, Malayalam, Marathi, Tamil
A Full Moon Night; A Star; Powerful; Prayer; Quick; Lightening; Jasmine (Tamil Literature)
Boy/Male
American, Australian, British, English
Merciful
Boy/Male
Tamil
Cupid, God of Love
Girl/Female
Norse
God fighting.
Boy/Male
Tamil
Arivuchelvan | அரிவà¯à®šà¯‡à®²à¯à®µà®¨
One whose wealth is his wisdom
Girl/Female
Tamil
Sai Suria | ஸாஈ ஸà¯à®°à®¿à®¯à®¾Â
Flower
Girl/Female
Hindu
Flower
ROBUSTNESS TESTING
ROBUSTNESS TESTING
ROBUSTNESS TESTING
ROBUSTNESS TESTING
ROBUSTNESS TESTING
n.
An instrument for observing or exhibiting the motions or properties of sounding bodies; especially, an apparatus invented by Konig for testing the quality of musical strings.
n.
An instrument for gauging or testing a plane surface. See Surface gauge, under Surface.
a.
Used in proving or testing; as, a proof load, or proof charge.
n.
A process for testing the accuracy of an operation performed. Cf. Prove, v. t., 5.
v.
Something which perplexes or embarrasses; especially, a toy or a problem contrived for testing ingenuity; also, something exhibiting marvelous skill in making.
n.
The act of testing or proving; trial; proof.
n.
The act of testing by experience; proof; test.
a.
Inquiring; asking questions; testing.
n.
An instrument for testing the hearing capacity.
p. pr. & vb. n.
of Test
n.
An instrument for measuring the volume or the tension of any vapor; specifically, an instrument of this sort used as an alcoholometer in testing spirituous liquors.
n.
An instrument, devised by Professor Helmholtz, for testing the color perception of the eye, or for comparing different lights, as to their constituent colors or their relative whiteness.
n.
A small, hollow, floating bead or globe, formerly used for testing the strength of spirits.
n.
Any effort, process, or operation designed to establish or discover a fact or truth; an act of testing; a test; a trial.
n.
The operation of refining gold or silver in a test, or cupel; cupellation.
n.
An instrument used by carpenters, joiners, etc., for laying off right angles off right angles, and testing whether work is square.
n.
A genus of diatoms of elongated elliptical shape, but having the sides slightly curved in the form of a letter S. Pleurosigma angulatum has very fine striations, and is a favorite object for testing the high powers of microscopes.
n.
The act of trying or testing in any manner.
v. t.
An apparatus for testing the power of a steam engine, or other motor, by weighing the amount of friction that the motor will overcome; a friction brake.
n.
The quality or state of being robust.