Hi please help me with this question as soon as possible as it is urgent. This is engineering statistics, thank you. And just read the english part and ignore the words in the other language if u dont understand.

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Question 4 Soalan 4 Table 4.1 shows the means of the yield of cucumbers (kg) for different types of fertilizer to the nutrient concentration levels. [Jadual 4.1 dibawah menunjukkan purata hasil timun (kg) bagi setiap jenis baja terhadap tahap kepekatan nutrien] Table 4.1 [Jadual 4.1] Nutrient Concentration % 25% 50% 75% Fertilizer 1 1.65 2.85 2.40 Fertilizer 2 1.85 2.30 2.00 (a) Based on Table 4.1, interpret the main effect of fertilizer on the response variable at all levels of nutrient concentration. [Berdasarkan Jadual 4.1, terangkan kesan utama baja terhadap pembolehubah sambutan pada keseluruhan tahap kepekatan nutrien (3 Marks/Markah) (b) Sketch and interpret the interaction plot. Clearly label all axes in the context of the problem [Lakarkan dan terangkan plot interaksi. Labelkan semua paksi dengan jelas dalam konteks masalah tersebut (c) Complete the following Output 4.1. Show all the necessary steps. [Lengkapkan Output 4.1 berikut. Tunjukkan semua langkah yang diperlukan.) (4 Marks/ Markah) Output 4.1 [Output 4.1] Source of SS df MS F Variation p-value J 0.469 I K L <0.0001 M N 0 1.706 <0.0000 Interaction P 2 0.394 <0.0001 Within 0.072 24 Total 4.741 (8 Marks/ Markah) (i) Based on Output 4.1 and by using the p-value approach, test whether there is a significant interaction effect between the two factors at a=0.05. State your hypotheses statement and conclusion. [Berdasarkan Output 4.1 dan dengan menggunakan kaedah nilai-p, uji sama ada terdapat kesan Interaksi yang signifikan antara kedua-dua faktor pada a-0.05. Nyatakan pernyataan hipotesis dan kesimpulan anda.) (3 Marks/ Markah) (ii) Which combination of fertilizer and nutrient concentration level would you suggest to the farmer? Why? [Kombinasi baja dan tahap kepekatan nutrien yang manakah yang anda ingin cadangkan kepada pelani? Mengapa? (2 Marks/ Markah) Question 4 Soalan 4 Table 4.1 shows the means of the yield of cucumbers (kg) for different types of fertilizer to the nutrient concentration levels. [Jadual 4.1 dibawah menunjukkan purata hasil timun (kg) bagi setiap jenis baja terhadap tahap kepekatan nutrien] Table 4.1 [Jadual 4.1] Nutrient Concentration % 25% 50% 75% Fertilizer 1 1.65 2.85 2.40 Fertilizer 2 1.85 2.30 2.00 (a) Based on Table 4.1, interpret the main effect of fertilizer on the response variable at all levels of nutrient concentration. [Berdasarkan Jadual 4.1, terangkan kesan utama baja terhadap pembolehubah sambutan pada keseluruhan tahap kepekatan nutrien (3 Marks/Markah) (b) Sketch and interpret the interaction plot. Clearly label all axes in the context of the problem [Lakarkan dan terangkan plot interaksi. Labelkan semua paksi dengan jelas dalam konteks masalah tersebut (c) Complete the following Output 4.1. Show all the necessary steps. [Lengkapkan Output 4.1 berikut. Tunjukkan semua langkah yang diperlukan.) (4 Marks/ Markah) Output 4.1 [Output 4.1] Source of SS df MS F Variation p-value J 0.469 I K L <0.0001 M N 0 1.706 <0.0000 Interaction P 2 0.394 <0.0001 Within 0.072 24 Total 4.741 (8 Marks/ Markah) (i) Based on Output 4.1 and by using the p-value approach, test whether there is a significant interaction effect between the two factors at a=0.05. State your hypotheses statement and conclusion. [Berdasarkan Output 4.1 dan dengan menggunakan kaedah nilai-p, uji sama ada terdapat kesan Interaksi yang signifikan antara kedua-dua faktor pada a-0.05. Nyatakan pernyataan hipotesis dan kesimpulan anda.) (3 Marks/ Markah) (ii) Which combination of fertilizer and nutrient concentration level would you suggest to the farmer? Why? [Kombinasi baja dan tahap kepekatan nutrien yang manakah yang anda ingin cadangkan kepada pelani? Mengapa? (2 Marks/ Markah)