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Intuitive statistics, or folk statistics, is the cognitive phenomenon where organisms use data to make generalizations and predictions about the world
Intuitive_statistics
Study of collection and analysis of data
caused by random variation in the sample—may or may not agree with an intuitive sense of its significance. The set of basic statistical skills (and skepticism)
Statistics
Cognitive parsing of time into event categories
across many different contexts. Models of schema induction rely on intuitive statistics, which are derived from other cognitive processes allowing the observer
Event_perception
Foundations of probability theory
already occurred Fully probabilistic design Intuitive statistics Quasiprobability – Concept in statisticsPages displaying short descriptions of redirect
Probability_axioms
Logic error due to ignoring the base rate
epidemiology Simpson's paradox – Error in statistical reasoning with groups Intuitive statistics R v Adams Denominator neglect "COVID-19 Cases, Hospitalizations,
Base_rate_fallacy
Number taken as representative of a list of numbers
of people with lower incomes. While the median and mode are often more intuitive measures for such skewed data, many skewed distributions are in fact best
Average
Type of statistics
distribution, making them easier to interpret intuitively. Mann, Prem S. (1995). Introductory Statistics (2nd ed.). Wiley. ISBN 0-471-31009-3. Christopher
Descriptive_statistics
Question of whether inductive reasoning leads to definitive knowledge
Inductive logic programming – Learning logic programs from data Intuitive statistics Inverse problem – Process of calculating the causal factors that
Problem_of_induction
American Professor of Psychology
Psychological Review, 114(2), 245–272. Xu, F. & Garcia, V. (2008). Intuitive statistics by 8-month-old infants. Proceedings of the National Academy of Sciences
Fei_Xu
Process of using data analysis for predicting population data from sample data
for model comparison Many informal Bayesian inferences are based on "intuitively reasonable" summaries of the posterior. For example, the posterior mean
Statistical_inference
Type of statistical inference
either a decision from a significance test or a confidence interval. Intuitive statistics German tank problem Cox (2006), pp. 1–2. Cox (2006), pp. 24, 47.
Frequentist_inference
Theorem in quantum mechanics
the spin–statistics connection suggested that simple explanations remain elusive. An intuitive topological argument for why the spin-statistics theorem
Spin–statistics_theorem
Form of figurative language
blending Duck test False analogy Hypocatastasis I know it when I see it Intuitive statistics Metaphor Parable Sensemaking McArthur, Lam-McArthur & Fontaine (2018)
Analogy
{\displaystyle {52 \choose 4}\times 48=12,994,800} Another, and perhaps more intuitive way of looking at it, is to say that there are 52 choose 5 different 5-card
Cribbage_statistics
Simple strategies or mental processes involved in making quick decisions
to reasonPages displaying short descriptions of redirect targets Intuitive statistics List of cognitive biases List of memory biases Low information voter –
Heuristic_(psychology)
Type of statistics
Robust statistics are statistics that maintain their properties even if the underlying distributional assumptions are incorrect. Robust statistical methods
Robust_statistics
German psychologist (born 1947)
Press. [16] Gigerenzer, G., & Murray, D. J. (1987). Cognition as intuitive statistics. Erlbaum. [17] Gigerenzer, G., Reb, J., & Luan, S. (2022). Smart
Gerd_Gigerenzer
Theory of categorization in psychology
Classification based on users' tags Frame semantics – Linguistic theory Intuitive statistics Platonic ideal – Philosophical theory attributed to PlatoPages displaying
Prototype_theory
Average uncertainty in variable's states
Van Nostrand. OCLC 1036889774. Wikibooks has a book on the topic of: An Intuitive Guide to the Concept of Entropy Arising in Various Sectors of Science
Entropy_(information_theory)
expected value of rolling a fair six-sided die is 3.5. The concept is, intuitively, a generalization of the weighted average of all possible outcomes of
Glossary of probability and statistics
Glossary_of_probability_and_statistics
Statistical distance measure
the test point should not be classified as belonging to the set. This intuitive approach can be made quantitative by defining the normalized distance
Mahalanobis_distance
Method of logical reasoning
Inductive programming Inductive reasoning aptitude Inductivism Inquiry Intuitive statistics Lateral thinking Laurence Jonathan Cohen Logic Logical reasoning
Inductive_reasoning
Method for calculating average values
Consider the following three angles as an example: 10, 20, and 30 degrees. Intuitively, calculating the mean would involve adding these three angles together
Circular_mean
Concepts underlying statistical methods
paradigms: classical statistics (error statistics), Bayesian statistics, likelihood-based statistics, and information-based statistics using the Akaike Information
Foundations_of_statistics
from the original on May 26, 2022. Retrieved May 26, 2022. "Liftoff! Intuitive Machines Lander Carrying NASA Science Begins Journey to the Moon". NASA
List of Falcon 9 and Falcon Heavy launches (2024)
List_of_Falcon_9_and_Falcon_Heavy_launches_(2024)
13, 2024). "Intuitive Machines seeks to take over NASA's VIPER lunar rover". SpaceNews. Retrieved August 13, 2024. "Three-peat: Intuitive Machines Selects
List of Falcon 9 and Falcon Heavy launches
List_of_Falcon_9_and_Falcon_Heavy_launches
Method of a dimension reduction
a type of dimensionality reduction that is particularly efficient in statistics, machine learning and algorithms. It was invented by Moses Charikar, Kevin
Count_sketch
Intelligence of machines
research could model. Humans solve most of their problems using fast, intuitive judgments. Reasoning models, a type of large language model (LLM) trained
Artificial_intelligence
Alternative decimal expansion of 1
many ways of showing this equality, from intuitive arguments to mathematically rigorous proofs. The intuitive arguments are generally based on properties
0.999...
Statistical measure of a binary classification
than the actual number of genes (true positives). The convenient and intuitively understood term specificity in this research area has been frequently
Sensitivity_and_specificity
Concept in statistics
h is called the scaled kernel and defined as Kh(x) = 1/h K(x/h). Intuitively one wants to choose h as small as the data will allow; however, there
Kernel_density_estimation
Statistic for rank correlation
had proposed a similar measure in the context of time series in 1897. Intuitively, the Kendall correlation between two variables will be high when observations
Kendall rank correlation coefficient
Kendall_rank_correlation_coefficient
Security-focused, Android-based mobile operating system
components using the GNU GPL-2.0 license. GrapheneOS can be installed using an intuitive web installer or a traditional command-line-based installation environment
GrapheneOS
Gradient of the likelihood function
as a null-hypothesis value), in which case the result is a statistic. Intuitively, if the restricted estimator is near the maximum of the likelihood function
Informant_(statistics)
Data whose unit can take on only two possible states
in a single trial: 1 (success…) or 0 (failure); see § Counting. More intuitively, binary data can be represented as count data. Often, binary data is
Binary_data
Device or computer program used for writing and editing documents
and Microsoft Word in 1983. Early word processing software was not as intuitive as word processor devices. Most early word processing software required
Word_processor
Probability of shared birthdays
than 1/15th of the number of days in a year), this result is made more intuitive by considering that the birthday comparisons will be made between every
Birthday_problem
When the occurrence of one event does not affect the likelihood of another
independent of each other. Although the derived expressions may seem more intuitive, they are not the preferred definition, as the conditional probabilities
Independence (probability theory)
Independence_(probability_theory)
Method of estimating the parameters of a statistical model, given observations
maximum likelihood estimate. The logic of maximum likelihood is both intuitive and flexible, and as such the method has become a dominant means of statistical
Maximum_likelihood_estimation
Businessman and former public official (born 1971)
American science fiction author Robert A. Heinlein to convey a form of deep, intuitive understanding. SpacexAI has released several Grok models. Grok-1 was open-sourced
Elon_Musk
Type of website edited collaboratively
topic associations between different pages by making page link creation intuitively easy and showing whether an intended target page exists or not." "A wiki
Wiki
Lebanese-American author (born 1960)
random nature of supply of nutrients are invalid. Taleb's scathing counter-intuitive takedown of widely-circulated alt-right talking points about race and
Nassim_Nicholas_Taleb
Distribution of an uncertain quantity
location. In this case a uniform prior of p(A) = p(B) = p(C) = 1/3 seems intuitively like the only reasonable choice. More formally, we can see that the problem
Prior_probability
Probability distribution
more prominent of them are outlined below: Diagnostic plots are more intuitively appealing but subjective at the same time, as they rely on informal human
Normal_distribution
2001 Microsoft operating system version
performance and stability (especially compared to Windows Me), a more intuitive user interface, improved hardware support and expanded multimedia capabilities
Windows_XP
American multinational fast-food chain
HCA Healthcare Henry Schein Humana Idexx Laboratories Incyte Insulet Intuitive Surgical IQVIA Johnson & Johnson Labcorp Eli Lilly and Company McKesson
McDonald's
Range to estimate an unknown parameter
width. The second procedure does not have this property. The two counter-intuitive properties of the first procedure – 100% coverage when X 1 , X 2 {\displaystyle
Confidence_interval
Type of scatter plot
deviations in either direction are equidistant from the origin, facilitating intuitive interpretation. The plot inherently highlights two critical regions of
Volcano_plot_(statistics)
American psychologist
Statistical Prediction in Psychology", and he later wrote the textbook, Statistics, An Intuitive Approach. Weinberg coined the term "homophobia". He began contemplating
George Weinberg (psychologist)
George_Weinberg_(psychologist)
2011 video game
mixed reviews from critics. Although reviewers appreciated the game's intuitive controls, they were disappointed by the lack of content. The inability
Minecraft
Banned Australian alternative medicine promoter
Australian and New Zealand College of Obstetricians and Gynaecologists' statistics show that 14% of newborns who contract early-onset streptococcal B infections
Barbara_O'Neill
Performing order of mathematical operations
content. The acronym's procedural application does not match experts' intuitive understanding of mathematical notation: mathematical notation indicates
Order_of_operations
Statistical principle
size increases. Intuitively, this states that nonexponential families of distributions on the real line require nonparametric statistics to fully capture
Sufficient_statistic
Galaxy containing the Solar System
Licai; de Grijs, Richard; Liu, Chao; Tian, Hao (February 4, 2019). "An intuitive 3D map of the Galactic warp's precession traced by classical Cepheids"
Milky_Way
Least squares approximation of linear functions to data
=\left[{\begin{array}{c}\beta _{1}\\\beta _{2}\end{array}}\right].} Intuitively, y = X β ⇒ X ⊤ y = X ⊤ X β ⇒ β = ( X ⊤ X ) − 1 X ⊤ y = [ 3.5 1.4 ] .
Linear_least_squares
Method of statistical inference
#1, that is an example of a Bayesian inference-approachable problem. Intuitively, it seems clear that the answer should be more than a half, since there
Bayesian_inference
Hungarian and American mathematician and physicist (1903–1957)
manipulation of linear operators; An intuitive feeling for the logical structure of any new mathematical theory; An intuitive feeling for the combinatorial superstructure
John_von_Neumann
American multinational technology conglomerate
e-commerce platform. In 2004, AWS expanded to provide website popularity statistics and web crawler data from its Alexa Web Information Service. AWS later
Amazon_(company)
American large-cap stock market index
Intel Information Technology INTU Intuit Information Technology ISRG Intuitive Surgical Health Care JNJ Johnson & Johnson Health Care JPM JPMorgan Chase
S&P_100
Japanese video game franchise
Wizardry and Ultima. A core philosophy of the series is to make the gameplay intuitive so that players can easily start playing the games. The series features
Dragon_Quest
Calculates a confidence interval
Journal of Pharmacy and Pharmacology. 17: 117–123. Motulsky, Harvey (1995) Intuitive Biostatistics. Oxford University Press. ISBN 0-19-508607-4 Senn, Steven
Fieller's_theorem
Statistical model validation technique
parameter γ {\displaystyle \gamma } can be defined so that a user can intuitively balance between the accuracy of cross-validation and the simplicity of
Cross-validation_(statistics)
Australian and American mathematician (born 1975)
contributions. Others are areas that he appears to understand at the deep intuitive level of an expert despite officially not working in those areas. How
Terence_Tao
Hybrid video game console
Switch received positive reviews, with praise for its innovative concept, intuitive design, and software library, but criticism for certain hardware and controller
Nintendo_Switch
Cricket statistic
basis is not without criticism). The number is also simple to interpret intuitively. If all the batter's innings were completed (i.e. they were out every
Batting_average_(cricket)
Theory and paradigm of statistics
Likelihood-based statistics focus on optimizing the likelihood function to estimate parameters, but they may not provide intuitive or easily interpretable
Likelihoodist_statistics
2009 Microsoft operating system version
major improvement over its predecessor for its improved performance, intuitive interface, fewer User Account Control pop-ups, and other improvements
Windows_7
Continent
epistemic subject "experiences the epistemic object in a sensuous, emotive, intuitive, abstractive understanding, rather than through abstraction alone, as
Africa
Process of replacing missing data with substituted values
techniques, but it still missed one thing – if data are imputed then intuitively one would think that more noise should be introduced to the problem than
Imputation_(statistics)
Technology hub in California, United States
Design Systems Cisco Systems eBay Electronic Arts HP Inc. Intel Intuit Intuitive Surgical Juniper Networks KLA Corporation Lam Research Meta Platforms
Silicon_Valley
Indicator for how well data points fit a line or curve
this particular criterion. The coefficient of determination can be more intuitively informative than MAE, MAPE, MSE, and RMSE in regression analysis evaluation
Coefficient_of_determination
Mathematical rule for inverting probabilities
many points, but not on the question of priority. Bruss underlined the intuitive part of Bayes's formula and added independent arguments about Bayes's
Bayes'_theorem
Means by which a user interacts with and controls a machine
broad terms, interfaces generally regarded as user friendly, efficient, intuitive, etc. are typified by one or more particular qualities. For the purpose
User_interface
Web browser made by Mozilla
technology under the code name "Quantum" to promote parallelism and a more intuitive user interface. The current version of Firefox is available for Windows
Firefox
Minus Two". Miller wrote "I left the symposium with a conviction, more intuitive than rational, that experimental psychology, theoretical linguistics,
History of artificial intelligence
History_of_artificial_intelligence
Type of matrix in probability theory and statistics
values are specified by a theoretical joint probability distribution. Intuitively, the cross-covariance matrix generalizes the notion of covariance to
Cross-covariance_matrix
Presentation application, part of Microsoft 365 and Microsoft Office
researchers." He reports that his experiments support the idea that it is not intuitive or obvious how to create effective PowerPoint presentations that conform
Microsoft_PowerPoint
Function related to statistics and probability theory
mathematical convenience from this, the adding process of log-likelihood has an intuitive interpretation, as often expressed as "support" from the data. When the
Likelihood_function
Island country in the central Pacific
original Gilbertese, the more usual English pronunciations are based intuitively on the spelling. Gilbertese: Ribaberiki Kiribati Sabatier (1954) says
Kiribati
Phenomenon in decision theory and estimation theory
Stein of Stanford University, who discovered the phenomenon in 1955. An intuitive explanation is that optimizing for the mean-squared error of a combined
Stein's_example
Mathematical transform that expresses a function of time as a function of frequency
amplitude and phase of frequency ξ {\displaystyle \xi } . Likewise, the intuitive interpretation of Eq.1 is that multiplying f ( x ) {\displaystyle f(x)}
Fourier_transform
Family of probability distributions
estimates, because the three parameters defining the distribution are intuitive to the estimator. The PERT distribution is featured in most simulation
PERT_distribution
Philosophical study of beauty and art
the emphasis on abstract art forms. African aesthetics emphasizes the intuitive and emotional nature of art, highlighting its communal function in social
Aesthetics
Length of a line segment
d ( q , r ) ≥ d ( p , r ) {\displaystyle d(p,q)+d(q,r)\geq d(p,r)} . Intuitively, traveling from p {\displaystyle p} to r {\displaystyle r} via q {\displaystyle
Euclidean_distance
Field of business
level, because this correlation may not be causal. In fact, counter intuitively, pornography has been found to reduce sexual aggression at a societal
Sex_industry
Nonparametric measure of rank correlation
when each of the variables is a perfect monotone function of the other. Intuitively, the Spearman correlation between two variables will be high when observations
Spearman's rank correlation coefficient
Spearman's_rank_correlation_coefficient
American package delivery company
fifth busiest airport in the world by cargo traffic based on preliminary statistics from ACI, and the third busiest in the U.S. The company is one of the
United_Parcel_Service
Probability puzzle
possibilities, while a player who switches wins in two out of three. An intuitive explanation is that, if the contestant initially picks a goat (2 of 3
Monty_Hall_problem
Totality of psychological phenomena
until seven years, children learn to interpret and use symbols in an intuitive manner. They start employing logical reasoning to physical objects in
Mind
Theory of gravitation as curved spacetime
Ellis 1973, pp. 312–320 or Wald 1984, sec. 12.2; there are also more intuitive definitions for isolated systems that do not require knowledge of spacetime
General_relativity
Argentine writer (1899–1986)
American literature and the writer of the southern United States. Borges's intuitive understanding of and ability to render Faulkner's style was an important
Jorge_Luis_Borges
2016 Japanese animated film by Kyoto Animation
as he gets older. The course of bullying is presented precisely and intuitively, in rapid sequences. It is depicted as a collective failure, starting
A_Silent_Voice_(film)
Pseudoscientific personality questionnaire
study of the personality types of teachers in the United States found Intuitive-Perceptive types (ENFP, INFP, ENTP, INTP) were over-represented in teachers
Myers–Briggs_Type_Indicator
Social movement originating in the US
largely corroborate what Black organizers have long known intellectually, intuitively, and from lived experience about the federal government's disparate policing
Black_Lives_Matter
Relation between sides of a right triangle
2 = x 2 + a 2 . {\displaystyle y^{2}=x^{2}+a^{2}.} This is more of an intuitive proof than a formal one: it can be made more rigorous if proper limits
Pythagorean_theorem
Territory of Canada
something from another culture was a bit ludicrous", she said. "It's a pretty intuitive thing to do. Friesen, T. Max (December 1, 2004). "Contemporaneity of Dorset
Nunavut
Mathematical statistics distance measure
{p}}\parallel {\mathcal {q}}\right)=\log {\frac {D-C}{B-A}}} Intuitively, the information gain to a k times narrower uniform distribution contains
Kullback–Leibler_divergence
Theorem on magnetism
will be in a given state of motion is predicted by Maxwell–Boltzmann statistics to be proportional to exp ( − U / k B T ) {\displaystyle \exp(-U/k_{\text{B}}T)}
Bohr–Van_Leeuwen_theorem
Diagram that shows all possible logical relations between a collection of sets
the boundary represent elements not in the set S. This lends itself to intuitive visualizations; for example, the set of all elements that are members
Venn_diagram
Indian religion and philosophy
"The Buddha stated in his first sermon that when he gained absolute and intuitive knowledge of the four truths, he achieved complete enlightenment and freedom
Buddhism
INTUITIVE STATISTICS
INTUITIVE STATISTICS
INTUITIVE STATISTICS
INTUITIVE STATISTICS
INTUITIVE STATISTICS
INTUITIVE STATISTICS
INTUITIVE STATISTICS
INTUITIVE STATISTICS
INTUITIVE STATISTICS