Question

In: Statistics and Probability

Please solve in R The data below were collected in petri dishes, with each dish having...

Please solve in R

The data below were collected in petri dishes, with each dish having the given concentration of Cadmium Chloride (X) in solution, and the growth of algae cells in the was dish recorded after two weeks’ time. Input the data into R, creating a data frame. Provide me the commands you used and print your data frame to the screen and print it out to show me what it looks like. Then construct a scatter plot of the data, with a title and well-labeled axes (include units of measurement somewhere on the plot). Then, add a smooth fitted quadratic curve given by the equation

126.760+(-4.47126)*x+(0.0369577)*x2

Please make sure that all points and the entire curve fit on the plot. and provide the commands you used to construct your final graph, as well the graph itself.

Y = Algae growth (cells x 10^4/ml)

X = Cadmium Chloride (microgm/l)

X Y

0 120.9

0 118.0

0 134.0

5 121.2

5 118.6

5 120.4

10 82.6

10 62.8

10 81.6

20 49.3

20 41.6

20 41.3

40 12.7

40 14.7

40   4.7

80   4.9

80   4.0

80   4.4

Solutions

Expert Solution

basically first i am providing the R commands which i am using and then R commands with output.

by applying command

plot(fit)

we get the following graphs

any doubt please ask by comment i will respond to you and please give your good rating to answer for providing the best quality answers in future.


Related Solutions

E. Coli bacteria were added to 15 petri dishes and they were incubated for 24 hours....
E. Coli bacteria were added to 15 petri dishes and they were incubated for 24 hours. The “soap” dishes contained a solution prepared from ordinary soap; the “control” dishes contained a solution of sterile water. The number of bacteria colonies present in each dish after 24 hours are given below:Soap: 76 27 16 30 26 46 6Control: 30 36 66 21 63 38 35 45The numbers of bacteria colonies in the soap dishes come from a normal distribution with mean...
In an experiment, cells were growing in a Petri dish that had been coated with Extra-cellular...
In an experiment, cells were growing in a Petri dish that had been coated with Extra-cellular matrix (ECM) components. A peptide added to the dish caused the cells to detach from the ECM on the dish surface. The peptide was a disintegrin. (a) From the statements below, which one best explains the molecular details of why the cells detached?                            [ Select ]                       ["i", "ii", "iii"]...
The data presented below were collected on the amount of time, in hours; it takes an...
The data presented below were collected on the amount of time, in hours; it takes an employee, to process an order at a local plumbing wholesaler. 2.8 4.9 0.5 13.2 14.2 8.9 3.7 15.2 11.2 13.4 5.5 10.2 1.1 14.2 7.8 4.5 10.9 8.8 18.2 17.1 Construct a stem-and-leaf display of the data. Construct a frequency distribution of the data Construct cumulative frequency and cumulative percent distributions of the data Construct a frequency histogram of the data. Determine the percentage...
Using the data below, answer items 33 - 40. The following data were collected by a...
Using the data below, answer items 33 - 40. The following data were collected by a researcher interested in whether there were differences between teen drivers and middle-age drivers in terms of their attitudes toward risky driving behaviors. 1, 430 teen drivers and 880 middle-age drivers were surveyed. α = 0.05, df = 879. Results of the study are as follows: Risky Behavior t p = Speeding -1.39 0.17 Drunk Driving -4.27 0.000 Sleepy Driving -2.60 0.01 Texting -6.99 0.000...
USE R AND SHOW CODES 2. The following data were collected in a multisite observational study...
USE R AND SHOW CODES 2. The following data were collected in a multisite observational study of medical effectiveness in Type II diabetes. These sites were involved: a healthy maintenance organization (HMO), a university teaching hospital (UTH), and an independent practice assumption (IPA). The following data display the treatment regimens of patients measured at baseline by site. Use the data to test that no difference in treatment regimens across sites. (in addition, calculate the expected frequency for each cell.)                                                              ...
Listed below are some data that were collected on a solution of the green chloro complex...
Listed below are some data that were collected on a solution of the green chloro complex as a function of time during its conversion to the aquo complex.   Copy these data into your notebook or cut and paste these values into a spreadsheet program. Use this data and the integrated forms of the rate laws to determine the order of the reaction. You must plot all 3 graphs to determine which yields a straight line. The plot that gives a...
Listed below are some data that were collected on a solution of the green chloro complex...
Listed below are some data that were collected on a solution of the green chloro complex as a function of time during its conversion to the aquo complex.   Copy these data into your notebook or cut and paste these values into a spreadsheet program. Use this data and the integrated forms of the rate laws to determine the order of the reaction. You must plot all 3 graphs to determine which yields a straight line. The plot that gives a...
To study the physical fitness of a sample of 28 people, the data below were collected...
To study the physical fitness of a sample of 28 people, the data below were collected representing the number of sit-ups that a person could do in one minute. 42, 70, 81, 48, 40, 63, 58, 54, 29, 66, 49, 48, 76, 42, 65, 57, 46, 57, 55, 60, 34, 40, 32, 27, 40, 9, 68, 120 Determine the lower and upper fences. Are there any outliers according to this criterion? This needs to be completed by hand and show...
Q3. Please use R software to solve this. A confidence interval having 100(1 − α)% confidence...
Q3. Please use R software to solve this. A confidence interval having 100(1 − α)% confidence for normally distributed data is formed by y ± zα/2σ / √n. (That's actually y-bar in the expression, not y). Generate 500 records of 10 columns of normal data with mean 50 and standard deviation 10. Generate two more columns using the confidence bounds expression to give a lower and upper bound consistent with a 95% confidence interval, using each record as a sample...
How do you solve this using R? The file "flow-occ.csv" contains data collected by loop detectors...
How do you solve this using R? The file "flow-occ.csv" contains data collected by loop detectors at a particular location of eastbound Interstate 80 in Sacramento, California, from March 14-20, 2003. For each of three lanes, the flow (the number of cars) and the occupancy (the percentage of time a car was over the loop) were recorded in successive five-minute intervals. There were 1740 such five-minute intervals. Lane 1 is the farthest left lane, lane 2 is in the center,...
ADVERTISEMENT
ADVERTISEMENT
ADVERTISEMENT