Confidence Interval Calculator

Our advanced Loan Calculator helps you accurately determine monthly payments, total interest paid, and full amortization schedules for various loan types.

Calculation Type

Sample Information

Confidence Intervals

  • • Higher confidence levels result in wider intervals
  • • Larger sample sizes result in narrower intervals
  • • The interval contains the true parameter with the specified confidence
  • • Check assumptions before interpreting results

Confidence Interval

(94.632, 105.368)

95% confidence

Margin of Error

5.368

±

Interval Width

10.735

Total width

Sample Statistic

100.000

Point estimate

Standard Error

2.739

SE

Distribution Information

Distribution:normal
Critical Value:1.960
Parameters: μ = 100, σ = 15

Sample Size Analysis

Current sample size:30 (Moderate)
Sample sizes needed for different interval widths:
Width ±0.5:n = 461
Width ±1:n = 116
Width ±2:n = 29
Width ±5:n = 5

How it works

A confidence interval gives a range that likely contains the true population value, based on your sample. It centers on the sample mean and extends a margin of error on each side, set by the confidence level, the variability in the data, and the sample size.

Confidence interval for a mean

CI = mean ± z · (σ ÷ √n)
z
z-score for the confidence level (1.96 for 95%)
σ
standard deviation
n
sample size

Worked example

  • Mean = 100, σ = 15, n = 36
  • 95% confidence (z = 1.96)
  1. Margin = 1.96 × (15 ÷ √36) = 1.96 × 2.5
  2. = 4.9

95% CI: 100 ± 4.9 → (95.1, 104.9).

Good to know

  • A larger sample shrinks the interval — precision improves with √n, so 4× the data halves the margin.
  • 95% confidence means that if you repeated the study many times, ~95% of such intervals would contain the true value.
  • Use the t-distribution instead of z for small samples or unknown population variance.

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Frequently Asked Questions

How does this loan calculator work?

Our loan calculator uses standard financial formulas (e.g., for amortization) to compute your monthly payments, total interest, and total amount repayable. Simply input your principal loan amount, interest rate, and loan term, and it will generate a detailed breakdown.

What is an amortization schedule?

An amortization schedule is a table detailing each periodic loan payment, showing the amount of principal and interest contained within each payment until the loan is paid off. It helps you see how your principal balance decreases over time.

Can I use this for different loan types?

Yes, this calculator is versatile enough for various loan types including personal loans, car loans, student loans, and even small business loans. Just ensure you input the correct principal, interest rate, and term for your specific loan.