Which test do we have to apply at each case?

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In summary, the conversation discusses different tests for checking the convergence or divergence of series, including the trivial test, ratio test, root test, Leibniz test, comparison test, and integral test. The conversation also mentions that for geometric series with -1<q<1, the series converges and is equal to $\sum_{k=0}^{\infty}q^k=\frac{1}{1-q}$. The first three series discussed are all geometric series and can be solved using this formula. The fourth series is also a geometric series, but with a>1 which means it does not converge.
  • #1
mathmari
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Hey! :eek:

To check the convergence or divergence of series there are the following tests:

  • Trivial test
    If a series $\sum a_k$ converges, then the sequence $a_k$ is a zero-sequence.
    With this test we can just prove the divergence, but not in general the convergence of a series. \
  • Ratiom test
    If $\lim \sup |\frac{a_{n+1}}{a_n}|<1$, then the series converges. \\
    If $\lim \sup |\frac{a_{n+1}}{a_n}|>1$, then the series diverges. \\
    If $\lim \sup |\frac{a_{n+1}}{a_n}|=1$, then this test doesn't tell anything about the convergence/divergence.
  • Root test
    The series $\sum a_k$ converges absolutely, if $\lim_{k\rightarrow \infty}\sqrt[k]{|a_k|}<1$.
    For $\lim_{k\rightarrow \infty}\sqrt[k]{|a_k|}>1$ the divergence of the series is implied.
  • Leibniz test
    If $(a_k)$ is a monotone decreasing zero-sequence, then the alternating seriesn$\sum (-1)^ka_k$ converges.
  • Comparison test
    If $0 \leq |a_k|\leq b_k$ from some $k_0$ and $\sum b_k$converges, then the series $\sum a_k$ converges.
    If $0 \leq |a_k|\leq b_k$ from some $k_0$ and $\sum a_k$ diverges, then the series $\sum b_k$ diverges.
  • Integral test
    let $f : [1, \infty ) \rightarrow [0, \infty )$ be monotone decreasing. then the series $\sum_{k=1}^{\infty} f(k)$ converges iff the integral $\int_1^{\infty} f(x)ds$ exists.

right? (Wondering) How do we know which test we have to apply at the following cases?

  1. $\displaystyle{\sum_{k=1}^{\infty}\frac{1}{5^k}}$
  2. $\displaystyle{\sum_{n=0}^{\infty}\frac{2^{3n+1}}{9^n}}$
  3. $\displaystyle{\sum_{k=2}^{\infty}1,0001^k}$
  4. $\displaystyle{\sum_{k=0}^{\infty}\frac{(-1)^k}{a^k}}$

(Wondering)
 
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  • #2
mathmari said:
Hey! :eek:

To check the convergence or divergence of series there are the following tests:

  • Trivial test
    If a series $\sum a_k$ converges, then the sequence $a_k$ is a zero-sequence.
    With this test we can just prove the divergence, but not in general the convergence of a series. \
  • Ratiom test
    If $\lim \sup |\frac{a_{n+1}}{a_n}|<1$, then the series converges. \\
    If $\lim \sup |\frac{a_{n+1}}{a_n}|>1$, then the series diverges. \\
    If $\lim \sup |\frac{a_{n+1}}{a_n}|=1$, then this test doesn't tell anything about the convergence/divergence.
  • Root test
    The series $\sum a_k$ converges absolutely, if $\lim_{k\rightarrow \infty}\sqrt[k]{|a_k|}<1$.
    For $\lim_{k\rightarrow \infty}\sqrt[k]{|a_k|}>1$ the divergence of the series is implied.
  • Leibniz test
    If $(a_k)$ is a monotone decreasing zero-sequence, then the alternating seriesn$\sum (-1)^ka_k$ converges.
  • Comparison test
    If $0 \leq |a_k|\leq b_k$ from some $k_0$ and $\sum b_k$converges, then the series $\sum a_k$ converges.
    If $0 \leq |a_k|\leq b_k$ from some $k_0$ and $\sum a_k$ diverges, then the series $\sum b_k$ diverges.
  • Integral test
    let $f : [1, \infty ) \rightarrow [0, \infty )$ be monotone decreasing. then the series $\sum_{k=1}^{\infty} f(k)$ converges iff the integral $\int_1^{\infty} f(x)ds$ exists.

right? (Wondering) How do we know which test we have to apply at the following cases?

  1. $\displaystyle{\sum_{k=1}^{\infty}\frac{1}{5^k}}$
  2. $\displaystyle{\sum_{n=0}^{\infty}\frac{2^{3n+1}}{9^n}}$
  3. $\displaystyle{\sum_{k=2}^{\infty}1,0001^k}$
  4. $\displaystyle{\sum_{k=0}^{\infty}\frac{(-1)^k}{a^k}}$

(Wondering)

The first one can be written as $\displaystyle \begin{align*} \sum_{k = 1}^{\infty}{\frac{1}{5^k}} = \sum_{k = 1}^{\infty}{ \left( \frac{1}{5} \right) ^k } \end{align*}$, a geometric series. When does a geometric series converge?

The second one can be written as

$\displaystyle \begin{align*} \sum_{n = 0}^{\infty}{ \frac{2^{3n+1}}{9^n} } &= 2\sum_{n = 0}^{\infty}{\frac{2^{3n}}{9^n}} \\ &= 2\sum_{n = 0}^{\infty}{ \frac{\left( 2^3 \right) ^n}{9^n} } \\ &= 2\sum_{n=0}^{\infty}{ \frac{8^n}{9^n} } \\ &= 2\sum_{n = 0}^{\infty}{ \left( \frac{8}{9} \right) ^n } \end{align*}$

again, reduced to determining if a geometric series converges.The other two are also geometric series.
 
  • #3
Prove It said:
The first one can be written as $\displaystyle \begin{align*} \sum_{k = 1}^{\infty}{\frac{1}{5^k}} = \sum_{k = 1}^{\infty}{ \left( \frac{1}{5} \right) ^k } \end{align*}$, a geometric series. When does a geometric series converge?

The second one can be written as

$\displaystyle \begin{align*} \sum_{n = 0}^{\infty}{ \frac{2^{3n+1}}{9^n} } &= 2\sum_{n = 0}^{\infty}{\frac{2^{3n}}{9^n}} \\ &= 2\sum_{n = 0}^{\infty}{ \frac{\left( 2^3 \right) ^n}{9^n} } \\ &= 2\sum_{n=0}^{\infty}{ \frac{8^n}{9^n} } \\ &= 2\sum_{n = 0}^{\infty}{ \left( \frac{8}{9} \right) ^n } \end{align*}$

again, reduced to determining if a geometric series converges.The other two are also geometric series.

We have that for $-1<q<1$ the geometric series converges and is equal to $\displaystyle{\sum_{k=0}^{\infty}q^k=\frac{1}{1-q}}$.

So, we have the following:
  1. $\displaystyle {\sum_{k = 1}^{\infty}{\frac{1}{5^k}} = \sum_{k = 1}^{\infty}{ \left( \frac{1}{5} \right) ^k } =\sum_{k = 0}^{\infty}{ \left( \frac{1}{5} \right) ^k }-{ \left( \frac{1}{5} \right) ^0 }=\sum_{k = 0}^{\infty}{ \left( \frac{1}{5} \right) ^k }-1\overset{ -1<\frac{1}{5}<1 }{ = } \frac{1}{1-\frac{1}{5}}-1=\frac{1}{\frac{4}{5}}-1=\frac{5}{4}-1=\frac{1}{4}}$
  2. $\displaystyle{ \sum_{n = 0}^{\infty}{ \frac{2^{3n+1}}{9^n} } = 2\sum_{n = 0}^{\infty}{ \left( \frac{8}{9} \right) ^n }}\overset{ -1<\frac{8}{9}<1 }{ = }2\frac{1}{1-\frac{8}{9}}=2\frac{1}{\frac{1}{9}}=18$
  3. SInce $1,0001>1$ we have the series does not converge, right? (Wondering)
  4. $\displaystyle{\sum_{k=0}^{\infty}\frac{(-1)^k}{a^k}=\sum_{k=0}^{\infty}\left (\frac{-1}{a}\right )^k}$
    Since $a>1$ we have that $0<\frac{1}{a}<1 \Rightarrow -1<-\frac{1}{a}<0$, right? (Wondering)
    Therefore, $\displaystyle{\sum_{k=0}^{\infty}\frac{(-1)^k}{a^k}=\frac{1}{1+\frac{1}{a}}=\frac{a}{a+1}}$
 
  • #4
mathmari said:
We have that for $-1<q<1$ the geometric series converges and is equal to $\displaystyle{\sum_{k=0}^{\infty}q^k=\frac{1}{1-q}}$.

So, we have the following:
  1. $\displaystyle {\sum_{k = 1}^{\infty}{\frac{1}{5^k}} = \sum_{k = 1}^{\infty}{ \left( \frac{1}{5} \right) ^k } =\sum_{k = 0}^{\infty}{ \left( \frac{1}{5} \right) ^k }-{ \left( \frac{1}{5} \right) ^0 }=\sum_{k = 0}^{\infty}{ \left( \frac{1}{5} \right) ^k }-1\overset{ -1<\frac{1}{5}<1 }{ = } \frac{1}{1-\frac{1}{5}}-1=\frac{1}{\frac{4}{5}}-1=\frac{5}{4}-1=\frac{1}{4}}$
  2. $\displaystyle{ \sum_{n = 0}^{\infty}{ \frac{2^{3n+1}}{9^n} } = 2\sum_{n = 0}^{\infty}{ \left( \frac{8}{9} \right) ^n }}\overset{ -1<\frac{8}{9}<1 }{ = }2\frac{1}{1-\frac{8}{9}}=2\frac{1}{\frac{1}{9}}=18$
  3. SInce $1,0001>1$ we have the series does not converge, right? (Wondering)
  4. $\displaystyle{\sum_{k=0}^{\infty}\frac{(-1)^k}{a^k}=\sum_{k=0}^{\infty}\left (\frac{-1}{a}\right )^k}$
    Since $a>1$ we have that $0<\frac{1}{a}<1 \Rightarrow -1<-\frac{1}{a}<0$, right? (Wondering)
    Therefore, $\displaystyle{\sum_{k=0}^{\infty}\frac{(-1)^k}{a^k}=\frac{1}{1+\frac{1}{a}}=\frac{a}{a+1}}$

The first three are correct.

For the fourth, how do you know a > 1?
 
  • #5
Prove It said:
For the fourth, how do you know a > 1?

Ah, this is given. I forgot to mention it in my first post. Sorry. (Blush)

mathmari said:
Since $a>1$ we have that $0<\frac{1}{a}<1 \Rightarrow -1<-\frac{1}{a}<0$

This implication is correct, isn't it? (Wondering)
 
  • #6
mathmari said:
Ah, this is given. I forgot to mention it in my first post. Sorry. (Blush)
This implication is correct, isn't it? (Wondering)

I agree that $\displaystyle \begin{align*} a > 1 \end{align*}$ implies that $\displaystyle \begin{align*} -1 < -\frac{1}{ a} < 0 \end{align*}$, and the geometric series to converge, we also require that $\displaystyle \begin{align*} \left| r \right| = \left| -\frac{1}{a} \right| < 1 \end{align*}$, which we can obviously see it does. So that means the series will converge.
 
  • #7
Prove It said:
I agree that $\displaystyle \begin{align*} a > 1 \end{align*}$ implies that $\displaystyle \begin{align*} -1 < -\frac{1}{ a} < 0 \end{align*}$, and the geometric series to converge, we also require that $\displaystyle \begin{align*} \left| r \right| = \left| -\frac{1}{a} \right| < 1 \end{align*}$, which we can obviously see it does. So that means the series will converge.

Ok... Thank you very much! (Mmm)
 

What is the purpose of conducting tests in scientific research?

The purpose of conducting tests in scientific research is to generate reliable and objective data that can be used to support or refute a hypothesis. Tests help researchers to gather evidence and draw conclusions based on empirical data.

What are the different types of tests used in scientific research?

The different types of tests used in scientific research include observational tests, experimental tests, and statistical tests. Observational tests involve collecting data without manipulating any variables, while experimental tests involve deliberately manipulating variables to observe their effects. Statistical tests are used to analyze and interpret the data collected from these tests.

How do I determine which test to use for a specific research question?

The type of test to use for a specific research question depends on various factors such as the type of data being collected, the research design, and the nature of the variables being studied. It is important to consult with a statistician or conduct a literature review to determine the most appropriate test for your research question.

What are some common mistakes researchers make when choosing a test?

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How do I ensure the reliability and validity of my test results?

To ensure the reliability and validity of test results, researchers must follow proper experimental procedures, use appropriate and validated tests, and carefully analyze and interpret the data. It is also important to conduct multiple tests and replicate the results to increase the reliability of the findings.

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