Housing Data

# Reference:

#

# S C Narula, J F Wellington,

# Linear Regression and the Minimum Sum of Relative Errors,

# Technometrics, Volume 19, 1977, pages 185-190.

#

# Helmut Spaeth,

# Mathematical Algorithms for Linear Regression,

# Academic Press, 1991,

# ISBN 0-12-656460-4.

##

# There are 28 rows of data. The data includes:

#

# I, the index;

# A1, the local selling prices, in hundreds of dollars;

# A2, the number of bathrooms;

# A3, the area of the site in thousands of square feet;

# A4, the size of the living space in thousands of square feet;

# A5, the number of garages;

# A6, the number of rooms;

# A7, the number of bedrooms;

# A8, the age in years;

# A9, 1 = brick, 2 = brick/wood, 3 = aluminum/wood, 4 = wood.

# A10, 1 = two story, 2 = split level, 3 = ranch

# A11, number of fire places.

# B, the selling price.

#

1 4.9176 1.0 3.4720 0.998 1.0 7 4 42 3 1 0 25.9

2 5.0208 1.0 3.5310 1.500 2.0 7 4 62 1 1 0 29.5

3 4.5429 1.0 2.2750 1.175 1.0 6 3 40 2 1 0 27.9

4 4.5573 1.0 4.0500 1.232 1.0 6 3 54 4 1 0 25.9

5 5.0597 1.0 4.4550 1.121 1.0 6 3 42 3 1 0 29.9

6 3.8910 1.0 4.4550 0.988 1.0 6 3 56 2 1 0 29.9

7 5.8980 1.0 5.8500 1.240 1.0 7 3 51 2 1 1 30.9

8 5.6039 1.0 9.5200 1.501 0.0 6 3 32 1 1 0 28.9

9 16.4202 2.5 9.8000 3.420 2.0 10 5 42 2 1 1 84.9

10 14.4598 2.5 12.8000 3.000 2.0 9 5 14 4 1 1 82.9

11 5.8282 1.0 6.4350 1.225 2.0 6 3 32 1 1 0 35.9

12 5.3003 1.0 4.9883 1.552 1.0 6 3 30 1 2 0 31.5

13 6.2712 1.0 5.5200 0.975 1.0 5 2 30 1 2 0 31.0

14 5.9592 1.0 6.6660 1.121 2.0 6 3 32 2 1 0 30.9

15 5.0500 1.0 5.0000 1.020 0.0 5 2 46 4 1 1 30.0

16 5.6039 1.0 9.5200 1.501 0.0 6 3 32 1 1 0 28.9

17 8.2464 1.5 5.1500 1.664 2.0 8 4 50 4 1 0 36.9

18 6.6969 1.5 6.9020 1.488 1.5 7 3 22 1 1 1 41.9

19 7.7841 1.5 7.1020 1.376 1.0 6 3 17 2 1 0 40.5

20 9.0384 1.0 7.8000 1.500 1.5 7 3 23 3 3 0 43.9

21 5.9894 1.0 5.5200 1.256 2.0 6 3 40 4 1 1 37.5

22 7.5422 1.5 4.0000 1.690 1.0 6 3 22 1 1 0 37.9

23 8.7951 1.5 9.8900 1.820 2.0 8 4 50 1 1 1 44.5

24 6.0931 1.5 6.7265 1.652 1.0 6 3 44 4 1 0 37.9

25 8.3607 1.5 9.1500 1.777 2.0 8 4 48 1 1 1 38.9

26 8.1400 1.0 8.0000 1.504 2.0 7 3 3 1 3 0 36.9

27 9.1416 1.5 7.3262 1.831 1.5 8 4 31 4 1 0 45.8

28 12.0000 1.5 5.0000 1.200 2.0 6 3 30 3 1 1 41.0

Ayekoo Ghana! 2017

Ghana’s 60th Independence celebrations

MC’s notes

Saturday, 4th March 2017

6pm to 12midnight

Current as at 3 March

MC: Liza Ellis-Botchway

Master of ceremonies
Liza Botchway-Ellis

Time / MC / Program item
4pm / Pre-dinner drinks and entertainment
5:45pm / Guests ushered to their seats
6.05pm / Official proceedings commence
Arrival of the Official Party
  • His Excellency, Mr Samuel Kumah, Ghana High Commissioner to Australia (Acting)
  • Mrs Matilda Kumah, First Secretary, Ghana High Commission
  • Official Host – Ben Agyare

6.10pm / Agoo!
Ladies and gentlemen, ye ma mu akwabaa!
Welcome to the Ghanaians Queensland60th Independence Day celebrations. I’m so pleased that you could all join us as we say, ‘Ayekoo Ghana!” Which, roughly translated, means, “well done Ghana”.
My name is Liza Botchway and I am honoured to be your master of ceremonies tonight.
I would like to acknowledge the Traditional Owners of the land upon which we meet today, and pay my respects to their Elders, past and present.
May I ask that everyone be upstanding as we welcome His Excellency, Mr Samuel Yao Kumah, acting Ghana High Commission to Australia, accompanied by Mrs Matilda Kumah, First Secretary, Ghana High Commission – who also happens to be his lovely wife. They are joined by former president of Ghanaians Queensland Ben Agyare
Please be seated. / Akwaaba - Welcome(including acknowledgement of country and housekeeping)
MC – Liza Botchway-Ellis
6.20pm / Opening prayers – Christian and Muslim
Stella Affumand ?????
Ladies and gentlemen, if you would continue to stand, we like to ask Juliet Affum to come up and lead us in singing both the Australian and Ghanaian National Anthem.
Singing the Ghanaian national anthem is a traditional part of our independence day commemorations.
6.30pm / Ghanaian and Australian National Anthems
JulietAffum
Thank you Juliet
I would now like to invite Aunty Stella and …..to lead us in prayer as we kickstart tonight’s line-up.
Before we get things going, let’s take care of some housekeeping.
The toilets are located at…
If there is an emergency, and we need to evacuate – which I am sure will not happen, follow the instructions of Management Committee members for a safe evacuation to the assembly point [insert assembly point??????]
Tonight, we are offering a buffet style dinner. We also have complimentary soft drinks, which you can order by the jar from one of the waiters or at the bar.
Wines and beers are on sale at the bar and we ask that you order these directly from the bar.
6.40pm / No doubt you have already noticed the program on your table with the run order for tonight. We have put together a program that honours the formality of the occasion.
And here we have the president of Ghanaians Queensland,
But first, we must welcome everyone properly to the event and to our community. I would like to invite Ghanaians Queensland President Mr Nicholas Botchway who will now share some thoughts in and give his official welcome to you all.
Thank you Nicholas / Official welcome
Nicholas Botchway, Ghanaians Queensland President
6:45pm / On to our first performance of the night, this is a / Traditionalperformance – Adowa dance
Philomena Agyemang, Benedicta Agyemang and Loreen Appiah-Mensah & KwadwoSarpong
6:55 / Wow, what a an amazing performance. Thank you girls and Kwadwo. Now I would like to call up the Vice President of Ghanaians Queensland, Ernestina Affum to give our sponsor acknowledgment / Sponsor Acknowledgement
Ernestina Affum
7:00pm / Thank you Ernestina
When you come to a Ghanaian function, there are two guarantees; good food and good music. We are about to start delivering on these with dinner and some entertainment. If I could kindly ask table 1 to be serve first. / Dinner (buffet)
8.00pm / Welcome back I hope you enjoyed your dinner
And now, we come to an important segment of tonight’s event, recognising all of the leaps and strides made in Ghanaian history that have led to where our nation is today.
We have some members of the community up here with us who will each give us a decade-long snapshot of the past sixty years.
MrAsirifi will us start off by mentioning the most relevant event of all: Ghana’s day of Independence. / Ghana through the ages (part 1)
AsirifiKyei, Stephen Afoakwah, AkuaAfriyeAhenkorah
8:10pm / Traditional music performance
Joe T and band
8:25pm / Traditional performance - Ama Ghana and Modelling
Abena Osei, various others (will include list)
8.40pm / Ghana through the ages (part 2)
Albert Oteng, Eugene Ofori, Gloria Yeboah
8:55pm / Video Presentation (Why I love Ghana)
Video compilation and editing by OfeiLartey
9:00pm / All countries take pride in celebrating their national days. But for us Ghanaians, 6th March, as its commonly known in Ghana, is a day we wear as a badge of honour. And I am pleased to invite the Acting Ghana High Commissioner to officially commemorate the 60th anniversary in Queensland and delivers tonight’s keynote speech.
[Insert blurb about HC here
His Excellency became Acting Ghana High Commission to Australia in
He has previously held posts at Ghana High Commission as
Prior to that
]
Please welcome His Excellency Samuel Kumah / High Commissioner’s speech and official commemorations
9:15pm / It won’t be an anniversary celebration without a without a celebration cake.
I would like to invite the Mrs Matilda Kumah, the first sectary and president of Ghanaians Queensland, Nicholas Botchway to come join us and cut the cake.
Nicholas to present gift / Cutting the anniversary cake and presentation of gifts
  • Mr Samuel Kumah, Acting High Commissioner
  • Nicholas Botchway, President, Ghanaians Queensland

9:20pm / Traditional singing performance – Yen araasaaseni
Loretta Appiah-Mensah, Ernestina Affum, Juliet Affum and KwadwoSarpong
9:25pm / I would now like to welcome Aunty Jenny Carruthers, our Events Coordinator, to announce the lucky door prize winner. / Lucky door prize
Jenny Carruthers
9:30pm / We will wrap things up by calling James Adzraku, past Vice President of Ghanaians Queensland, to give the vote of thanks. / Vote of Thanks
James Adzraku
9.35pm / Dessert service
9.40pm / That brings us to the end of the formal proceedings. We now leave you in the capable hands of Joe T and Afrodisia, and DJ Gad.
Dessert will be served shortly, a selection of fruit and some of delicious looking anniversary cake.
I have enjoyed being your MC tonight.
We hope you are having fun so far, and continue to enjoy the rest of the night.
We welcome Joe T and Afrodisia and we invite the, High Commission delegation, our past Presidents and current President to open the dance floor. / Open dance floor
Joe T + Afrodisia Band and DJ Gad
Invite Commission delegation and past Presidents to open the dance floor
11:00pm / Start packing up/cleaning
12am / Close venue