How Do You Spell RESAMPLE?

Pronunciation: [ɹɪsˈampə͡l] (IPA)

The word "resample" is spelled as ˌriːˈsæmpl. The IPA phonetic transcription of this word helps to explain its spelling. The first syllable "riː" is pronounced as "ree," and the second syllable "sæm" is pronounced as "sam." The final syllable "pl" is pronounced as "pul." The "e" at the end of the first syllable indicates a long vowel sound. The letters "mp" in the second syllable represent the sound /m/ followed by /p/. Overall, the word "resample" is spelled as it sounds, following regular English spelling patterns.

RESAMPLE Meaning and Definition

  1. Resample is a technical term commonly used in the fields of statistics, signal processing, and data analysis. It refers to the process of altering the sampling rate or frequency of a signal or data set.

    In signal processing, resampling involves changing the number of samples per unit of time, either by increasing or decreasing it. This can be achieved by interpolating or decimating the original samples. When increasing the sampling rate, additional samples are generated to fill the gaps between the original samples using techniques like linear or polynomial interpolation. Conversely, when decreasing the sampling rate, some of the original samples are discarded to reduce the number of samples.

    In statistics and data analysis, resampling is commonly used for estimating the sampling distribution of a statistic. The process involves repeatedly drawing samples from a given dataset to generate multiple "bootstrap" samples. These bootstrap samples are statistically equivalent to the original dataset and allow for the estimation of variability, confidence intervals, or hypothesis testing.

    Resampling methods like bootstrapping provide a useful way to assess the robustness of statistical models and the uncertainty associated with the estimated parameters or results. They are particularly valuable when the underlying data distribution is unknown or nonparametric.

    Overall, resampling is a powerful technique used to modify the sampling rate or generate multiple samples from a dataset for various purposes including signal processing, statistical analysis, and data modeling.

Common Misspellings for RESAMPLE

Etymology of RESAMPLE

The word "resample" is a combination of the prefix "re-" meaning "again" or "back" and the word "sample", which comes from the Latin word "exemplum" meaning "example". "Sample" in English originally referred to a small portion or specimen taken to represent a larger whole. The addition of the prefix "re-" in "resample" signifies the act of sampling again or repeating the sampling process. "Resample" thus refers to the action of selecting and extracting a subset of data from an existing sample or dataset for further analysis or processing.

Conjugate verb Resample

CONDITIONAL

I would resample
you would resample
he/she/it would resample
we would resample
they would resample

CONDITIONAL CONTINUOUS

I would be resampling
you would be resampling
he/she/it would be resampling
we would be resampling
they would be resampling

CONDITIONAL PERFECT

I would have resample
you would have resample
he/she/it would have resample
we would have resample
they would have resample

CONDITIONAL PERFECT CONTINUOUS

I would have been resampling
you would have been resampling
he/she/it would have been resampling
we would have been resampling
they would have been resampling

FUTURE

I will resample
you will resample
he/she/it will resample
we will resample
they will resample

FUTURE CONTINUOUS

I will be resampling
you will be resampling
he/she/it will be resampling
we will be resampling
they will be resampling

FUTURE PERFECT

I will have resampled
you will have resampled
he/she/it will have resampled
we will have resampled
they will have resampled

FUTURE PERFECT CONTINUOUS

I will have been resampling
you will have been resampling
he/she/it will have been resampling
we will have been resampling
they will have been resampling

IMPERATIVE

you resample
we let´s resample

NONFINITE VERB FORMS

to resample

PAST

I resampled
you resampled
he/she/it resampled
we resampled
they resampled

PAST CONTINUOUS

I was resampling
you were resampling
he/she/it was resampling
we were resampling
they were resampling

PAST PARTICIPLE

resampled

PAST PERFECT

I had resampled
you had resampled
he/she/it had resampled
we had resampled
they had resampled

PAST PERFECT CONTINUOUS

I had been resampling
you had been resampling
he/she/it had been resampling
we had been resampling
they had been resampling

PRESENT

I resample
you resample
he/she/it resamples
we resample
they resample

PRESENT CONTINUOUS

I am resampling
you are resampling
he/she/it is resampling
we are resampling
they are resampling

PRESENT PARTICIPLE

resampling

PRESENT PERFECT

I have resampled
you have resampled
he/she/it has resampled
we have resampled
they have resampled

PRESENT PERFECT CONTINUOUS

I have been resampling
you have been resampling
he/she/it has been resampling
we have been resampling
they have been resampling

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