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Justyna Jupowicz-Kozak

CEO of Professional Science Editing for Scientists @ prosciediting.com

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maximize the distribution

Grammar usage guide and real-world examples

USAGE SUMMARY

The phrase "maximize the distribution" is correct and usable in written English.
It can be used in contexts related to optimizing the spread or allocation of resources, products, or information. Example: "Our goal is to maximize the distribution of our new product to reach a wider audience."

✓ Grammatically correct

TechCrunch

Breast Cancer Research

Encyclopedia Britannica

EURASIP Journal on Wireless Communications and Networking

Journal of Statistical Distributions and Applications

BMC Evolutionary Biology

Briefings in Bioinformatics

Data Science and Engineering

EURASIP Journal on Image and Video Processing

EURASIP Journal on Advances in Signal Processing

Environmental Health Perspectives

Electric Power Systems Research

Plosone

Critical Care

BMC Systems Biology

BMC Genomics

Journal of Modern Power Systems and Clean Energy

Journal of Sound and Vibration

CIRP Annals

Huffington Post

BMC Complementary and Alternative Medicine

Annals of Botany

Measurement

Advances in Space Research

Energy

Journal of Cheminformatics

Journal of Audio, Speech, and Music Processing

Biology Direct

Stanford Encyclopedia of Philosophy

Human-verified examples from authoritative sources

Exact Expressions

2 human-written examples

We work with thousands of media publishers who aim to maximize the distribution, reach and user opportunities with their content.

News & Media

TechCrunch

To identify new causes of breast cancer, epidemiological studies should fully characterize and, ideally, maximize the distribution of candidate risk factors in the population under study.

Human-verified similar examples from authoritative sources

Similar Expressions

58 human-written examples

Kantorovich realized that the problem of maximizing the distribution of raw materials could be solved in mathematical terms.

The parameters maximizing the distribution are used for the next expectation step.

This is larger than the Chi-square that maximizes the distribution, χ est, 2 max = M - 2. Hence, χ est, max 2 < χ est, 1 / 2 2, i.e., the Chi-square that corresponds to p-value = 0.5, is located always at the right of the maximum.

Note that the maximum p-value = 0.5 corresponds to the estimated Chi-square χ est, 1 / 2 p ≅ 1 p η p M - 1 3 η p. This is larger than the Chi-square that maximizes the distribution, χ est, 1 / 2 p ≅ 1 p η p M - 1 η p. Hence, again we find �� est, max p < χ est, 1 / 2 p. The statistical test has double role in the case of L p norms.

MAXENT is a machine-learning method that estimates the least biased focal probability distribution by maximizing the distribution's entropy within the constraints of the known data [ 45].

It maximizes the distribution of computational effort (supporting traditional clusters, cloud-based systems and the grid) and presents the results in two ways.

Approaches based on graphical models try to maximize the joint distribution of visual words and the latent topics to effectively capture the latent topic structures present in the visual word collection.

The energies implemented in [18] can only capture a region's model with a single component, being either the mean value of a region (mean energy function) or a normal distribution of the values (Gaussian energy function), or maximize the difference between distribution of values of each region (histogram energy function), with no regard on prior information on the resulting object to detect.

The aim of the MAP algorithm is to maximize the posterior probability distribution for each transmitted symbol/codeword.

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Expert writing Tips

Best practice

When discussing resource allocation, use "maximize the distribution" to emphasize optimizing the spread for maximum impact. For instance, "We aim to maximize the distribution of educational resources to underserved communities."

Common error

Avoid focusing solely on increasing the quantity distributed without considering whether it effectively reaches the intended recipients or achieves the desired outcome. It’s more valuable to consider effectiveness of the allocation, instead of just maximizing the volume that is distributed.

Antonio Rotolo, PhD - Digital Humanist | Computational Linguist | CEO @Ludwig.guru

Antonio Rotolo, PhD

Digital Humanist | Computational Linguist | CEO @Ludwig.guru

Source & Trust

81%

Authority and reliability

4.1/5

Expert rating

Real-world application tested

Linguistic Context

The phrase "maximize the distribution" primarily functions as a verbal phrase, often used with an auxiliary verb (e.g., "aim to maximize"). According to Ludwig AI, this expression is grammatically correct and usable. The examples in Ludwig shows its use in various scientific and business domains.

Expression frequency: Uncommon

Frequent in

Science

60%

News & Media

20%

Formal & Business

10%

Less common in

Encyclopedias

5%

Reference

3%

Wiki

2%

Ludwig's WRAP-UP

In summary, the phrase "maximize the distribution" is grammatically correct and suitable for expressing the goal of optimizing the reach or allocation of resources, products, or information. As Ludwig AI confirms, it is commonly used in scientific and formal business settings. While it is most frequently found in science contexts, it also appears in news and media. Consider alternatives like "optimize the distribution" to emphasize efficiency, or ""expand the distribution network"" to focus on increasing reach. Be mindful of balancing volume and effectiveness when employing this phrase.

FAQs

How can I rephrase "maximize the distribution" for a more formal tone?

For a more formal tone, consider using phrases like "optimize the distribution", "enhance the distribution", or "improve distribution coverage".

What does it mean to "maximize the distribution" in a business context?

In a business context, to "maximize the distribution" typically means to increase the reach and availability of a product or service to the largest possible customer base. This can be achieved through strategies that "expand the distribution network".

Is there a difference between "optimize the distribution" and "maximize the distribution"?

While similar, "maximize the distribution" focuses on increasing the quantity or reach. "Optimize the distribution" implies a more strategic approach, focusing on efficiency and effectiveness, ensuring resources are well-allocated to achieve the best results.

When is it appropriate to use the phrase "maximize the distribution"?

It's appropriate when you want to emphasize the goal of reaching the largest possible audience or allocating resources as widely as possible, ensuring broad coverage. For example, "The marketing team aimed to maximize the distribution of the new advertisement."

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Source & Trust

81%

Authority and reliability

4.1/5

Expert rating

Real-world application tested

Most frequent sentences: