based on best response

USAGE SUMMARY

The phrase "based on best response" is correct and usable in written English.
It can be used in contexts where decisions or actions are determined by the most effective or optimal response to a situation. Example: "The strategy we will implement is based on best response to market trends and consumer behavior."

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

13 human-written examples

A structural econometric model based on best response dynamics and other-regarding preferences is used to analyze individual linking behavior.

Games and Economic Behavior

It is worth observing that, in their most basic forms, iterative algorithms based on best response dynamics require a significant amount of information to be locally available at the player (transmitter) [29].

EURASIP Journal on Wireless Communications and Networking

Although based on best response dynamics, DLF-BRSA possesses most of the advantages shown by other reinforcement learning-based algorithms, as it allows each ST to operate in a distributed and iterative way requiring only knowledge of its own estimated SINR, as illustrated in Algorithm 1 by means of simulation results.

EURASIP Journal on Wireless Communications and Networking

Three of these four patients had PR based on best response using any tumor response criteria.

Annals of Oncology

Analyses of response to treatment are based on best response recorded during follow-up.

BMC Cancer

One patient had SD based on best response using any tumor response criteria.

Annals of Oncology

Human-verified similar examples from authoritative sources

Similar Expressions

47 human-written examples

No primary efficacy end point was specified; the secondary objective of antitumour activity was assessed based on best confirmed overall response according to RECIST version 1.0 (Therasse et al, 2000) and ORR (confirmed complete response (CR) or partial response (PR)).

British Journal of Cancer

*Maximum and minimum scores are based on best and worst responses to all items on the SF-36 and SF-12.

Health and Quality of Life Outcomes

These recommendations are based on best practices as well as responses to our surveys.

Harvard Business Review

Patient classification was performed based on best data fit to one of the 3 possible responses.

Intensive Care Medicine Experimental

One patient was evaluated as having PD following an objective tumor response based on the best response evaluation.

Annals of Oncology

Expert writing Tips

Best practice

When using "based on best response", ensure the context clearly defines what constitutes the "best" response, providing clarity and avoiding ambiguity.

Common error

Avoid using "based on best response" without specifying the criteria for evaluating the response. General use can lack specific guidance in decision-making.

Linguistic Context

The phrase "based on best response" primarily functions as a prepositional phrase modifying a noun or verb. It indicates that a decision, action, or strategy is contingent upon the most effective or optimal reaction to a given situation. Ludwig confirms this usage with multiple examples from diverse contexts.

Expression frequency: Common

Frequent in

Science

60%

News & Media

20%

Formal & Business

20%

Less common in

Wiki

0%

Encyclopedias

0%

Reference

0%

Ludwig's WRAP-UP

In summary, "based on best response" serves as a versatile prepositional phrase indicating a strategic adaptation according to the most effective reaction. As Ludwig confirms, its usage is grammatically correct and commonly found in scientific, news, and business contexts. While applicable across various domains, ensure clarity by specifying criteria for defining the "best" response. Employing this phrase effectively conveys adaptability and responsiveness, enriching communication with a strategic touch.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

depending on optimal reaction

Changes the base from which the action is taken and uses reaction instead of response.

reliant on most effective action

Replaces "best response" with a more descriptive phrase, while maintaining the core meaning.

informed by optimal answer

Substitutes "response" with "answer", implying a solution-oriented approach.

guided by top-tier reaction

Uses "top-tier reaction" to emphasize the high quality of the response guiding the action.

contingent on superior solution

Replaces "response" with "solution" and uses "contingent" to highlight the conditional nature.

dictated by premier action

Emphasizes the controlling influence of the best action.

determined by optimum reply

Uses "optimum reply" to specify the best answer and "determined" to indicate a more direct influence.

shaped by prime reaction

Uses a different metaphor, suggesting that the action is molded by the best reaction.

according to highest quality answer

This is more formal. Replace the word "response" for "answer" to fit a more generic environment.

following leading-edge solution

Highlights innovation and advancement.

FAQs

How can I use "based on best response" in a sentence?

You can use "based on best response" to indicate that a decision or action is determined by the most effective reaction to a situation. For example, "The company's marketing strategy is "based on best response" to real-time consumer data".

What are some alternatives to "based on best response"?

Alternatives include "depending on optimal reaction", "reliant on most effective action", or "informed by optimal answer", each offering a slightly different nuance.

In what contexts is "based on best response" most appropriate?

"Based on best response" is particularly suitable in contexts where strategic decisions are made adaptively, such as in game theory, medical treatment protocols, or dynamic business environments.

What's the difference between "based on best response" and "based on average response"?

"Based on best response" implies optimizing for the single most effective reaction, whereas "based on average response" suggests optimizing for a typical or common reaction, potentially sacrificing peak effectiveness for broader applicability.