Updated on March 16, 2024

Choosing the right adjective to describe 'distribution' can significantly impact the nuance of your message. A 'normal distribution' implies a predictable, often bell-shaped statistical pattern, while 'geographical distribution' refers to how something is spread across physical locations. 'Spatial distribution' delves into the arrangement of objects in space, indicating patterns of dispersal or concentration. A 'uniform distribution' suggests an even spread, in stark contrast to 'unequal distribution,' which highlights disparities. A 'wide distribution' points to a broad, expansive spread. The nuances these adjectives bring to the word 'distribution' are pivotal in conveying precise meanings in various contexts. Discover the full spectrum of adjectives used with 'distribution' to enhance your messages with exacting detail.

normal | I used a normal distribution to model the measurement errors. |

geographical | The geographical distribution of the species is limited to a small area in the rainforest. |

spatial | The spatial distribution of the population is uneven |

uniform | The sampling distribution of the sample mean will be approximately normally distributed because the population has a uniform distribution |

wide | The research report has a wide distribution among the readers. |

unequal | The unequal distribution of wealth has contributed to the widening gap between rich and poor. |

equitable | In the event of a divorce, the equitable distribution of assets ensures a fair division of property. |

equal | The company's profits were divided among the shareholders with equal distribution |

geographic | The geographic distribution of the species is limited to a small area in South America. |

general | The species has a general distribution throughout the country. |

binomial | The binomial distribution is a discrete probability distribution of the number of successes in a sequence of independent experiments, each of which has a constant probability of success. |

regional | The regional distribution of the species is limited to the eastern United States. |

vertical | The vertical distribution is characterized by the abundance of species at different depths. |

uneven | The uneven distribution of wealth is a major problem in our society. |

gaussian |

current | The current distribution in the circuit is not uniform. |

angular | The angular distribution of the scattered photons was measured using a collimator. |

exponential | The exponential distribution is a continuous probability distribution that describes the time between events in a Poisson process. |

actual | The actual distribution of the data points is approximately normal. |

random | |

initial | The initial distribution of the vaccine will be limited to healthcare workers and first responders. |

even | The even distribution of the paint resulted in a uniform finish. |

cumulative | The cumulative distribution function provides the probability that a random variable will take on a value less than or equal to a given value. |

joint | The joint distribution captures the relationship between the two variables. |

relative | The relative distribution of the species was consistent with the results of the previous study. |

continuous | The continuous distribution encompasses a range of similar data points. |

wider | The new product has a wider distribution than its predecessor. |

widespread | The widespread distribution of the disease made it difficult to contain. |

proper | The proper distribution of resources is essential for equity and fairness. |

occupational | The occupational distribution of a population is the percentage of people in each occupation. |

standard | The standard distribution is a normal distribution with a mean of 0 and a standard deviation of 1. |

better | A better distribution of resources would lead to greater equity and social justice. |

fair | The fair distribution of resources is crucial for maintaining equity and justice in society. |

prior | The prior distribution is a probability distribution that represents our beliefs about the unknown parameter before observing any data. |

potential | The potential distribution across the cell membrane is critical for many cellular processes. |

posterior | The posterior distribution represents the probability distribution of the unknown parameters after taking into account observed data. |

statistical | The statistical distribution of the data was normal. |

molecular | The molecular distribution of the gas is non-uniform. |

limited | The document had a limited distribution within the company. |

bimodal | The bimodal distribution of the data suggests that there are two distinct groups within the population. |

skewed | |

observed | The observed distribution of the data points is bimodal. |

size | The size distribution of the particles was measured using a laser diffraction particle size analyzer. |

overall | Due to its overall distribution the process demonstrates enhanced precision and efficiency. |

global | The company's products have a global distribution reaching customers worldwide. |

theoretical | Using this theoretical distribution we can calculate the probability of a given outcome. |

seasonal | The seasonal distribution of rainfall in the region is influenced by the monsoon winds. |

broad | The results show a broad distribution across the population. |

fat | The fat distribution in his body was uneven. |

lognormal | The rainfall data are said to follow a lognormal distribution |

conditional | The conditional distribution of a random variable X given another random variable Y is the probability distribution of X for a given value of Y. |

stress | Stress distribution patterns in the brain predict cognitive decline in older adults. |

typical | The law of large numbers states that for any random variable with a typical distribution the sample mean will converge to the population mean. |

worldwide | The company has a worldwide distribution network. |

square | The square distribution is a continuous probability distribution. |

differential | Differential distribution of the two drug treatment groups was confirmed by a likelihood ratio test (LR test; chi2 = 2.55; p = 0.11) |

irregular | The irregular distribution of resources in the region has led to economic disparities. |

homogeneous | The homogeneous distribution of the stars in the sky is a beautiful sight. |

symmetrical | The symmetrical distribution of the leaves created a balanced and aesthetically pleasing appearance. |

complementary | "The two allophones of /t/ have complementary distribution." |

narrow | The company expected a narrow distribution of demand for its new product. |

exact | The sampling distribution approximates the exact distribution of the population. |

inequitable | The inequitable distribution of resources has led to widespread poverty and social unrest. |

maxwellian | The particles in a gas follow a Maxwellian distribution |

asymptotic | In some scenarios, it is expected to have a normal asymptotic distribution |

discrete | The discrete distribution is a probability distribution that assumes that a random variable can only take on a finite number of distinct values. |

radial | The radial distribution function provides information about the average arrangement of atoms or molecules in a given material. |

subcellular | The subcellular distribution of the protein was determined by fractionation and immunofluorescence microscopy. |

dimensional | The dimensional distribution of the data shows a clear pattern. |

bivariate | The bivariate distribution is a joint probability distribution of two random variables. |

retail | The company's retail distribution network spans across the country. |

wise | The wise distribution of resources ensured that everyone had what they needed. |

multivariate | The multivariate distribution is a generalization of the univariate distribution to multiple random variables. |

marginal | The probability assigned to each outcome of the random variable is called the marginal distribution |

stationary | The stationary distribution is the long-run proportion of time that a Markov chain spends in each state. |

temporal | The temporal distribution of the data was analyzed to determine the trends over time. |

horizontal | The horizontal distribution of income in the country is very unequal. |

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