The phrase "analysis as necessary" is correct and usable in written English.
It can be used when discussing the need for analysis in a particular context or situation, indicating that analysis should be conducted when deemed appropriate.
Example: "In our research, we will conduct analysis as necessary to ensure the accuracy of our findings."
Alternatives: "analysis when needed" or "analysis as required".
confirm the use of multivariate analysis as necessary [8].
Subsequently, a variety of approaches can be used to refine the positions of the atoms for further analysis as necessary [23, 25, 28].
Cells where the 'surround only' stimulus induced significant responses were labelled as such and could be excluded from analysis as necessary, to control for surround intrusion effects (for details see Results section and explanation therein).
However, after a patient experienced complications during sedation interruption, the Data Safety Monitoring Board (DSMB) chose to closely follow all reported adverse events and perform an interim analysis as necessary based on clinical expertise and safety concerns.
One- way analysis of variance (ANOVA) was used to compare means among more than two groups, and Tukey's HSD test was used in the post-hoc analysis as necessary.
Authors of the eligible studies were contacted for additional data relevant to this meta-analysis, as necessary.
Two important mutations, axeA and axeB, were identified by linkage analysis as being necessary for robust axenic growth (Williams et al., 1974a, 1974b), but only the latter is strictly required (Clarke and Kayman, 1987).
In this paper, we did not address directly the issue of how to resolve competing claims with limited resources but rather viewed our analysis as a necessary first step towards ensuring that those with disabilities and chronic illnesses are included in priority setting discussions.
In the RRR study 14 with long-standing patients with RA, DAS28 ≤2.22 was identified by logistic regression and ROC analysis as a necessary condition for a biologic-free remission, and demonstrated that 71.4% patients with deep remission (DAS28 ≤2.22) were able to continue DAS28 <3.2 for 1 year, whereas only 32.6% patients with 2.22 < DAS28 < 3.2 were able to continue.
An independent data safety monitoring committee (IDMC) meeting will be held periodically to review interim analysis, or as necessary to address any issues.
Least square regression analysis was used as necessary.
